PhD Sašo Džeroski [11130]

1. PILTAVER, Rok, LUŠTREK, Mitja, DŽEROSKI, Sašo, GJORESKI, Martin, GAMS, Matjaž. Learning comprehensible and accurate hybrid trees. Expert systems with applications. [Print ed.]. 2021, vol. 164, str. 113980-1-113980-11. ISSN 0957-4174. DOI: 10.1016/j.eswa.2020.113980. [COBISS.SI-ID 29771011]

2. RATAJC, Urška, BRESKVAR, Martin, DŽEROSKI, Sašo, VREZEC, Al. Differential responses of coexisting owls to annual small mammal population fluctuations in temperate mixed forest. Ibis. 2021, str. 1-17, ilustr. ISSN 1474-919X. https://onlinelibrary.wiley.com/doi/10.1111/ibi.13029, DOI: 10-1111/ibi.13029. [COBISS.SI-ID 86789379]

3. BRESKVAR, Martin, DŽEROSKI, Sašo. Multi-target regression rules with random output selections. IEEE access. 2021, vol. 9, str. 10509-10522. ISSN 2169-3536. DOI: 10.1109/ACCESS.2021.3051185. [COBISS.SI-ID 48192515]

4. PETKOVIĆ, Matej, KOCEV, Dragi, ŠKRLJ, Blaž, DŽEROSKI, Sašo. Ensemble- and distance-based feature ranking for unsupervised learning. International journal of intelligent systems. [Print ed.]. [in press] 2021, 21 str. ISSN 0884-8173. DOI: 10.1002/int.22390. [COBISS.SI-ID 50534659]

5. RADINJA, Matej, ŠKERJANEC, Mateja, ŠRAJ, Mojca, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, ATANASOVA, Nataša. Automated modelling of urban runoff based on domain knowledge and equation discovery. Journal of Hydrology. [Print ed.]. dec. 2021, letn. 603 (part c), [12] str., ilustr. ISSN 0022-1694. https://doi.org/10.1016/j.jhydrol.2021.127077, https://repozitorij.uni-lj.si/IzpisGradiva.php?id=133029, DOI: 10.1016/j.jhydrol.2021.127077. [COBISS.SI-ID 83909123]
financier: ARRS, P2-0180, SI, Vodarstvo in geotehnika: orodja in metode za analize in simulacije procesov ter razvoj tehnologij

6. BRENCE, Jure, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Probabilistic grammars for equation discovery. Knowledge-based systems. [Print ed.]. 2021, vol. 224, str. 107077-1-107077-12. ISSN 0950-7051. DOI: 10.1016/j.knosys.2021.107077. [COBISS.SI-ID 61709059]

7. RADINJA, Matej, ŠKERJANEC, Mateja, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, ATANASOVA, Nataša. Design and simulation of stormwater control measures using automated modeling. Water. 2021, vol. 13, no. 16, [26] str., graf. prikazi, tabele. ISSN 2073-4441. https://repozitorij.uni-lj.si/IzpisGradiva.php?id=131838, https://www.mdpi.com/2073-4441/13/16/2268/htm, DOI: 10.3390/w13162268. [COBISS.SI-ID 73739779]
financier: ARRS, P2-0180, Vodarstvo in geotehnika: orodja in metode za analize in simulacije procesov ter razvoj tehnologij; ARRS, P2-0103, SI, Tehnologije znanja; ARRS, P5-0093, SI, Razvoj sistema učinkovite in uspešne javne uprave; ARRS, N2-0128, SI, Avtomatizirana sinteza in analiza znanstvenih modelov

8. STEPIŠNIK, Tomaž, KOCEV, Dragi, DŽEROSKI, Sašo. Option predictive clustering trees for multilabel classification. Acta polytechnica Hungarica. 2020, vol. 17, no. 10, str. 109-128. ISSN 1785-8860. DOI: 10.12700/APH.17.10.2020.10.7. [COBISS.SI-ID 45649667]

9. PETKOVIĆ, Matej, DŽEROSKI, Sašo, KOCEV, Dragi. Feature ranking for hierarchical multi-label classification with tree ensemble methods. Acta polytechnica Hungarica. 2020, vol. 17, no. 10, str. 129-148. ISSN 1785-8860. DOI: 10.12700/APH.17.10.2020.10.8. [COBISS.SI-ID 45647619]

10. VERDEL, Nina, TANEVSKI, Jovan, DŽEROSKI, Sašo, MAJARON, Boris. Predictive model for quantitative analysis of human skin using photothermal radiometry and diffuse reflectance spectroscopy. Biomedical optics express. 2020, vol. 11, no. 3, str.1679-1696. ISSN 2156-7085. DOI: 10.1364/BOE.384982. [COBISS.SI-ID 33232423]

11. STEPIŠNIK, Tomaž, OSOJNIK, Aljaž, DŽEROSKI, Sašo, KOCEV, Dragi. Option predictive clustering trees for multi-target regression. Computer science and information systems. [Print ed.]. 2020, vol. 17, no. 2, str. 459-486. ISSN 1820-0214. DOI: 10.2298/CSIS190928006S. [COBISS.SI-ID 22122499]

12. PETKOVIĆ, Matej, SLAVKOV, Ivica, KOCEV, Dragi, DŽEROSKI, Sašo. Biomarker discovery by feature ranking : evaluation on a case study of embryonal tumors. Computers in Biology and Medicine. [Print ed.]. [in press] 2020, 36 str. ISSN 0010-4825. DOI: 10.1016/j.compbiomed.2020.104143. [COBISS.SI-ID 41313539]

13. NIKOLOSKI, Stevanche, KOCEV, Dragi, LEVATIĆ, Jurica, WALL, David P., DŽEROSKI, Sašo. Exploiting partially-labeled data in learning predictive clustering trees for multi-target regression : a case study of water quality assessment in Ireland. Ecological informatics. [in press] 2020, 42 str. ISSN 1574-9541. DOI: 10.1016/j.ecoinf.2020.101161. [COBISS.SI-ID 31038211]

14. TANEVSKI, Jovan, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Combinatorial search for selecting the structure of models of dynamical systems with equation discovery. Engineering applications of artificial intelligence. [Print ed.]. 2020, vol. 89, str. 103423-1-103423-14. ISSN 0952-1976. DOI: 10.1016/j.engappai.2019.103423. [COBISS.SI-ID 32975911]

15. LEVATIĆ, Jurica, CECI, Michelangelo, STEPIŠNIK, Tomaž, DŽEROSKI, Sašo, KOCEV, Dragi. Semi-supervised regression trees with application to QSAR modelling. Expert systems with applications. [Print ed.]. 2020, vol. 158, str. 113569-1-113569-12. ISSN 0957-4174. DOI: 10.1016/j.eswa.2020.113569. [COBISS.SI-ID 17623811]

16. MAHNIČ, Aleksander, BRESKVAR, Martin, DŽEROSKI, Sašo, SKOK, Pavel, PINTAR, Špela, RUPNIK, Maja. Distinct types of gut microbiota dysbiosis in hospitalized gastroenterological patients are disease non-related and characterized with the predominance of either Enterobacteriaceae or Enterococcus. Frontiers in microbiology. Feb. 2020, vol. 11, str. 1-10, ilustr. ISSN 1664-302X. https://www.frontiersin.org/articles/10.3389/fmicb.2020.00120/full, DOI: 10.3389/fmicb.2020.00120. [COBISS.SI-ID 33165351]

17. SIMIDJIEVSKI, Nikola, TODOROVSKI, Ljupčo, KOCIJAN, Juš, DŽEROSKI, Sašo. Equation discovery for nonlinear systemi dentification. IEEE access. 2020, vol. 8, str. 29930-29943. ISSN 2169-3536. DOI: 10.1109/ACCESS.2020.2972076. [COBISS.SI-ID 33208103]

18. PETKOVIĆ, Matej, DŽEROSKI, Sašo, KOCEV, Dragi. Multi-label feature ranking with ensemble methods. Machine learning. [Print ed.]. [in press] 2020, 19 str. ISSN 0885-6125. DOI: 10.1007/s10994-020-05908-1. [COBISS.SI-ID 32478211]

19. PETKOVIĆ, Matej, KOCEV, Dragi, DŽEROSKI, Sašo. Feature ranking for multi-target regression. Machine learning. [Print ed.]. 2020, vol. 109, no. 6, str. 1179-1204. ISSN 0885-6125. DOI: 10.1007/s10994-019-05829-8. [COBISS.SI-ID 32601383]

20. OSOJNIK, Aljaž, PANOV, Panče, DŽEROSKI, Sašo. Incremental predictive clustering trees for online semi-supervised multi-target regression. Machine learning. [Print ed.]. 2020, vol. 109, no. 11, str. 2121-2139. ISSN 0885-6125. DOI: 10.1007/s10994-020-05918-z. [COBISS.SI-ID 37128707]

21. SLAVKOV, Ivica, PETKOVIĆ, Matej, GEURTS, Pierre, KOCEV, Dragi, DŽEROSKI, Sašo. Error curves for evaluating the quality offeature rankings. PeerJ computer science. [in press] 2020, 39 str. ISSN 2376-5992. DOI: 10.7717/peerj-cs.310. [COBISS.SI-ID 41311235]

22. SOMRAK, Maja, DŽEROSKI, Sašo, KOKALJ, Žiga. Learning to classify structures in ALS-derived visualizations of ancient Maya settlements with CNN. Remote sensing. 2020, 12, [issue] 14, 20 str., ilustr. ISSN 2072-4292. https://www.mdpi.com/2072-4292/12/14/2215, DOI: 10.3390/rs12142215. [COBISS.SI-ID 23613443]

23. MIGNONE, Paolo, PIO, Gianvito, DŽEROSKI, Sašo, CECI, Michelangelo. Multi-task learning for the simultaneous reconstruction of the human and mouse gene regulatory networks. Scientific reports. 2020, vol. 10, str. 22295-1-22295-15. ISSN 2045-2322. DOI: 10.1038/s41598-020-78033-7. [COBISS.SI-ID 59581187]

24. LJONCHEVA, Milka, STEPIŠNIK, Tomaž, DŽEROSKI, Sašo, KOSJEK, Tina. Cheminformatics in MS-based environmental exposomics : current achievements and future directions. Trends in environmental analytical chemistry. [in press] 2020, 33 str. ISSN 2214-1588. DOI: 10.1016/j.teac.2020.e00099. [COBISS.SI-ID 24705283]

25. ZHOU, Naihu, VIDULIN, Vedrana, DŽEROSKI, Sašo, VIDULIN, Vedrana, et al. The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screen. Genome biology. [Print ed.]. 2019, vol. 20, str. 244-1-244-23. ISSN 1474-7596. DOI: 10.1186/s13059-019-1835-8. [COBISS.SI-ID 32894503]

26. PARRALES BRAVO, Franklin, DEL BARRIO GARCÍA, Franco, GAGO VEIGA, Ana Beatriz, DE LA SACRISTANA, María Mercedes Gallego, RUIZ PIÑERO, Marina, GUERRERO PERAL, Angel, DŽEROSKI, Sašo, AYALA, José L. SMURF : systematic methodology for unveiling relevant factors in retrospective data on chronic disease treatments. IEEE access. 2019, vol. 7, str. 92598-92614. ISSN 2169-3536. DOI: 10.1109/ACCESS.2019.2927429. [COBISS.SI-ID 32884007]

27. NIKOLOSKI, Stevanche, KOCEV, Dragi, DŽEROSKI, Sašo. Data-driven structuring of the output space improves the performance of multi-target regressors. IEEE access. 2019, vol. 7, str. 145177-145198. ISSN 2169-3536. DOI: 10.1109/ACCESS.2019.2945084. [COBISS.SI-ID 32772903]

28. LUKŠIČ, Žiga, TANEVSKI, Jovan, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Meta-model framework for surrogate-basedparameter estimation in dynamical systems. IEEE access. 2019, vol. 7, str. 181829 -181841. ISSN 2169-3536. DOI: 10.1109/ACCESS.2019.2959846. [COBISS.SI-ID 33102631]

29. PETKOVIĆ, Matej, BOUMGHAR, Redouane, BRESKVAR, Martin, DŽEROSKI, Sašo, KOCEV, Dragi, LEVATIĆ, Jurica, LUCAS, Luke, OSOJNIK, Aljaž, ŽENKO, Bernard, SIMIDJIEVSKI, Nikola. Machine learning for predicting thermal power consumption of the Mars Express spacecraft. IEEE aerospace and electronic systems magazine. 2019, vol. 34, no. 7, str. 46-60. ISSN 0885-8985. DOI: 10.1109/MAES.2019.2915456. [COBISS.SI-ID 32561703]

30. NIKOLOSKI, Stevanche, MURPHY, Philip, KOCEV, Dragi, DŽEROSKI, Sašo, WALL, David. Using machine learning to estimate herbage production and nutrient uptake on Irish dairy farms. Journal of dairy science. 2019, vol. 102, no. 11, str. 10639-10656. ISSN 0022-0302. DOI: 10.3168/jds.2019-16575. [COBISS.SI-ID 32594983]

31. JURCA, Aleš, ŽABKAR, Jure, DŽEROSKI, Sašo. Analysis of 1.2 million foot scans from North America, Europe and Asia. Scientific reports. 2019, vol. 9, str. 1-10, ilustr. ISSN 2045-2322. https://www.nature.com/articles/s41598-019-55432-z, DOI: 10.1038/s41598-019-55432-z. [COBISS.SI-ID 32981799]

32. SLAVKOV, Ivica, KARCHESKA, Jana, KOCEV, Dragi, DŽEROSKI, Sašo. HMC-ReliefF : feature ranking for hierarchical multi-label classification. Computer science and information systems. [Print ed.]. 2018, vol. 15, no. 1, str. 187-209. ISSN 1820-0214. DOI: 10.2298/CSIS170115043S. [COBISS.SI-ID 30893607]

33. JEVŠENAK, Jernej, LEVANIČ, Tom, DŽEROSKI, Sašo. Comparison of an optimal regression method for climate reconstruction with the compare_methods() function from the dendroTools R package. Dendrochronologia. 2018, vol. 52, str. 96-104, ilustr. ISSN 1125-7865. https://doi.org/10.1016/j.dendro.2018.10.001, DOI: 10.1016/j.dendro.2018.10.001. [COBISS.SI-ID 5224102]

34. TRAJANOV, Aneta, KUZMANOVSKI, Vladimir, RÉAL, Benoît, MARKS PERREAU, Jonathan, DŽEROSKI, Sašo, DEBELJAK, Marko. Modeling the risk of water pollution by pesticides from imbalanced data. Environmental science and pollution research international. [Print ed.]. 2018, vol. 25, no. 19, str. 18781-18792. ISSN 0944-1344. DOI: 10.1007/s11356-018-2099-7. [COBISS.SI-ID 31356967]

35. JEVŠENAK, Jernej, DŽEROSKI, Sašo, LEVANIČ, Tom. Predicting the vessel lumen area tree-ring parameter of Quercus robur with linear and nonlinear machine learning algorithms. Geochronometria. 2018, vol. 45, iss. 1, str. 211-222, ilustr. ISSN 1897-1695. http://dx.doi.org/10.1515/geochr-2015-0097, DOI: 10.1515/geochr-2015-0097. [COBISS.SI-ID 5223846]

36. KUZMANOVSKI, Vladimir, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Extensive evaluation of the generalized relevance network approach to inferring gene regulatory networks. GigaScience. 2018, vol. 7, no. 11, str. 1-22. ISSN 2047-217X. DOI: 10.1093/gigascience/giy118. [COBISS.SI-ID 31698727]

37. SLAVKOV, Ivica, PETKOVIĆ, Matej, KOCEV, Dragi, DŽEROSKI, Sašo. Quantitative score for assessing the quality of feature rankings. Informatica : an international journal of computing and informatics. [Tiskana izd.]. Mar. 2018, vol. 42, no. 1, str. 43-52. ISSN 0350-5596. [COBISS.SI-ID 31329063]

38. LEVATIĆ, Jurica, KOCEV, Dragi, CECI, Michelangelo, DŽEROSKI, Sašo. Semi-supervised trees for multi-target regression. Information sciences. [Print ed.]. 2018, vol. 450, str. 109-127. ISSN 0020-0255. DOI: 10.1016/j.ins.2018.03.033. [COBISS.SI-ID 31275815]

39. VIDAK, Marko, JOVCHEVSKA, Ivana, ŠAMEC, Neja, ZOTTEL, Alja, LIOVIĆ, Mirjana, ROZMAN, Damjana, DŽEROSKI, Sašo, JUVAN, Peter, KOMEL, Radovan. Meta-analysis and experimental validation identified FREM2 and SPRY1 as new glioblastoma marker candidates. International journal of molecular sciences. May 2018, vol. 19, iss. 5, str. 1-24, ilustr. ISSN 1422-0067. http://www.mdpi.com/1422-0067/19/5/1369, DOI: 10.3390/ijms19051369. [COBISS.SI-ID 33752793]

40. MIHELČIĆ, Matej, DŽEROSKI, Sašo, LAVRAČ, Nada, ŠMUC, Tomislav. Redescription mining augmented with random forest of multi-target predictive clustering trees. Journal of intelligent information systems. 2018, vol. 50, no. 1, str. 63-96. ISSN 0925-9902. DOI: 10.1007/s10844-017-0448-5. [COBISS.SI-ID 30245671]

41. OSOJNIK, Aljaž, PANOV, Panče, DŽEROSKI, Sašo. Tree-based methods for online multi-target regression. Journal of intelligent information systems. 2018, vol. 50, no. 2, str. 315-339. ISSN 0925-9902. DOI: 10.1007/s10844-017-0462-7. [COBISS.SI-ID 30463783]

42. BRESKVAR, Martin, KOCEV, Dragi, DŽEROSKI, Sašo. Ensembles for multi-target regression with random output selections. Machine learning. [Print ed.]. 2018, vol. 107, no. 11, str. 1673-1709. ISSN 0885-6125. DOI: 10.1007/s10994-018-5744-y. [COBISS.SI-ID 31606055]

43. VIDULIN, Vedrana, ŠMUC, Tomislav, DŽEROSKI, Sašo, SUPEK, Fran. The evolutionary signal in metagenome phyletic profiles predicts many gene functions. Microbiome. 2018, vol. 6, str. 129-1-219-21. ISSN 2049-2618. DOI: 10.1186/s40168-018-0506-4. [COBISS.SI-ID 31621927]

44. KORBEE, Cornelis, KOCEV, Dragi, DŽEROSKI, Sašo, et al. Combined chemical genetics and data-driven bioinformatics approach identifies receptor tyrosine kinase inhibitors as host-directed antimicrobials. Nature communications. 2018, vol. 9, str. 358-1-358-14. ISSN 2041-1723. DOI: 10.1038/s41467-017-02777-6. [COBISS.SI-ID 31152935]

45. SIMIDJIEVSKI, Nikola, TANEVSKI, Jovan, ŽENKO, Bernard, LEVNAJIĆ, Zoran, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Decoupling approximation robustly reconstructs directed dynamical networks. New journal of physics. [Online ed.]. [in press] 2018, 29 str. ISSN 1367-2630. DOI: 10.1088/1367-2630/aae941. [COBISS.SI-ID 31814439]

46. JEVŠENAK, Jernej, DŽEROSKI, Sašo, ZAVADLAV, Saša, LEVANIČ, Tom. A machine learning approach to analyzing the relationship between temperatures and multi-proxy tree-ring records. Tree-ring research. [Tiskana izd.]. Jul. 2018, vol. 74, iss. 2, str. 210-224, graf. prikazi, zvd. ISSN 1536-1098. https://doi.org/10.3959/1536-1098-74.2.210, DOI: 10.3959/1536-1098-74.2.210. [COBISS.SI-ID 5155750]

47. JEVŠENAK, Jernej, DŽEROSKI, Sašo, LEVANIČ, Tom. Uporaba metod strojnega učenja za preučevanje odnosov med značilnostmi branik in okoljem = On the use of machine learning methods to study the relationships between tree-ring characteristics and the environment. Acta Silvae et Ligni. [Tiskana izd.]. dec. 2017, [št.] 114, str. 21-29, ilustr. ISSN 2335-3112. https://doi.org/10.20315/ASetL.114.2, http://dirros.openscience.si/IzpisGradiva.php?id=8175, DOI: 10.20315/ASetL.114.2. [COBISS.SI-ID 4998310]

48. MIHELČIĆ, Matej, DŽEROSKI, Sašo, LAVRAČ, Nada, ŠMUC, Tomislav. A framework for redescription set construction. Expert systems with applications. [Print ed.]. 2017, vol. 68, str. 196-215. ISSN 0957-4174. DOI: 10.1016/j.eswa.2016.10.012. [COBISS.SI-ID 29905191]

49. LEVATIĆ, Jurica, CECI, Michelangelo, KOCEV, Dragi, DŽEROSKI, Sašo. Semi-supervised classification trees. Journal of intelligent information systems. 2017, vol. 49, no. 3, str. 461-486. ISSN 0925-9902. DOI: 10.1007/s10844-017-0457-4. [COBISS.SI-ID 30539559]

50. LEVATIĆ, Jurica, CECI, Michelangelo, KOCEV, Dragi, DŽEROSKI, Sašo. Self-training for multi-target regression with tree ensembles. Knowledge-based systems. [Print ed.]. 2017, vol. 123, str. 41-60. ISSN 0950-7051. DOI: 10.1016/j.knosys.2017.02.014. [COBISS.SI-ID 30498855]

51. MIHELČIČ, Matej, ŠIMIĆ, Goran, BABIĆ LEKO, Mirjana, LAVRAČ, Nada, DŽEROSKI, Sašo, ŠMUC, Tomislav. Using redescription mining to relate clinical and biological characteristics of cognitively impaired and Alzheimer's disease patients. PloS one. 2017, vol. 12, no. 10, str. 0187364 -1- 0187364 -35. ISSN 1932-6203. DOI: 10.1371/journal.pone.0187364. [COBISS.SI-ID 30880295]

52. HORVAT, Sabina, MAHNIČ, Aleksander, BRESKVAR, Martin, DŽEROSKI, Sašo, RUPNIK, Maja. Evaluating the effect of Clostridium difficile conditioned medium on fecal microbiota community structure. Scientific reports. 2017, vol. 7, 11 str. ISSN 2045-2322. http://www.nature.com/articles/s41598-017-15434-1.pdf, DOI: 10.1038/s41598-017-15434-1. [COBISS.SI-ID 512751416]

53. TANEVSKI, Jovan, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Learning stochastic process-based models of dynamical systems from knowledge and data. BMC systems biology. 2016, vol. 10, str. 30-1-30-17. ISSN 1752-0509. DOI: 10.1186/s12918-016-0273-4. [COBISS.SI-ID 29374503]

54. KRSTANOSKI, Zoran, KOKALJ-VOKAČ, Nadja, ZAGORAC, Andreja, POSPIHALJ, Boris, MUNDA, Miha, DŽEROSKI, Sašo, GOLOUH, Rastko. TMPRSS2:ERG gene aberrations may provide insight into pT stage in prostate cancer. BMC urology. 2016, vol. 16, str. 1-6, ilustr. ISSN 1471-2490. https://bmcurol.biomedcentral.com/articles/10.1186/s12894-016-0160-8, DOI: 10.1186/s12894-016-0160-8. [COBISS.SI-ID 29626407]

55. OSOJNIK, Aljaž, PANOV, Panče, DŽEROSKI, Sašo. Modeling dynamical systems with data stream mining. Computer science and information systems. [Print ed.]. 2016, vol. 13, no. 2, str. 453-473. ISSN 1820-0214. DOI: 10.2298/CSIS150518009O. [COBISS.SI-ID 29617959]

56. PETKOVIĆ, Matej, PANOV, Panče, DŽEROSKI, Sašo. A comparison of different data transformation approaches in the feature ranking context. In: CALDERS, Toon (ed.), MALERBA, Donato (ed.), CECI, Michelangelo (ed.). Discovery science : 19th International Conference, DS 2016 Bari, Italy, October 19-21, 2016 : proceedings. Cham [etc.]: Springer, 2016. Vol. 9956, str. 310-324. Lecture notes in computer science, Lecture notes in artificial intelligence, LNCS 9956. ISBN 978-3-319-46306-3. ISSN 0302-9743. [COBISS.SI-ID 29855527]

57. SIMIDJIEVSKI, Nikola, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Learning ensembles of process-based models by bagging of random library samples. In: CALDERS, Toon (ed.), MALERBA, Donato (ed.), CECI, Michelangelo (ed.). Discovery science : 19th International Conference, DS 2016 Bari, Italy, October 19-21, 2016 : proceedings. Cham [etc.]: Springer, 2016. Vol. 9956, str. 245-260. Lecture notes in computer science, Lecture notes in artificial intelligence, LNCS 9956. ISBN 978-3-319-46306-3. ISSN 0302-9743. [COBISS.SI-ID 29855271]

58. OSOJNIK, Aljaž, DŽEROSKI, Sašo, KOCEV, Dragi. Option predictive clustering trees for multi-target regression. In: CALDERS, Toon (ed.), MALERBA, Donato (ed.), CECI, Michelangelo (ed.). Discovery science : 19th International Conference, DS 2016 Bari, Italy, October 19-21, 2016 : proceedings. Cham [etc.]: Springer, 2016. Vol. 9956, str. 118-133. Lecture notes in computer science, Lecture notes in artificial intelligence, LNCS 9956. ISBN 978-3-319-46306-3. ISSN 0302-9743. [COBISS.SI-ID 29855015]

59. JANČIČ, Sašo, ZALAR, Polona, KOCEV, Dragi, SCHROERS, Hans-Josef, DŽEROSKI, Sašo, GUNDE-CIMERMAN, Nina. Halophily reloaded : new insights into the extremophilic life-style of Wallemia with the description of Wallemia hederae sp. nov. Fungal diversity. 2016, vol. 76, issue 1, str. 97-118. ISSN 1560-2745. DOI: 10.1007/s13225-015-0333-x. [COBISS.SI-ID 3436111]

60. NOVAK BABIČ, Monika, ZALAR, Polona, ŽENKO, Bernard, DŽEROSKI, Sašo, GUNDE-CIMERMAN, Nina. Yeasts and yeast-like fungi in tap water and groundwater, and their transmission to household appliances. Fungal ecology. 2016, vol. 20, str. 30-39. ISSN 1754-5048. DOI: 10.1016/j.funeco.2015.10.001. [COBISS.SI-ID 3676751]

61. ALEKSOVSKI, Darko, KOCIJAN, Juš, DŽEROSKI, Sašo. Ensembles of fuzzy linear model trees for the identification of multi-output systems. IEEE transactions on fuzzy systems. [Print ed.]. 2016, vol. 24, no. 4, str. 916-929. ISSN 1063-6706. DOI: 10.1109/TFUZZ.2015.2489234. [COBISS.SI-ID 28967207]

62. DIMITROVSKI, Ivica, KOCEV, Dragi, LOSKOVSKA, Suzana, DŽEROSKI, Sašo. Improving bag-of-visual-words image retrieval with predictive clustering trees. Information sciences. [Print ed.]. 2016, vol. 329, str. 851-865. ISSN 0020-0255. DOI: 10.1016/j.ins.2015.05.012. [COBISS.SI-ID 28647463]

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118. DEBELJAK, Marko, TRAJANOV, Aneta, MAKSIMOVIĆ, Daniela, LEPRINCE, Florence, DŽEROSKI, Sašo. Using relational decision trees to model out-crossing rates in a multi-field setting. In: JORDÁN, Ferenc (ed.), SCOTTI, Marco (ed.). Proceedigs of the 7th ECEM, European Conference on Ecological Modelling, 30 May - 2 June 2011, Riva el Garda, Italy. Amsterdam: Elsevier, 2012. Vol. 245, str. 75-83. Ecological modelling, vol. 245, 2012. ISSN 0304-3800. DOI: 10.1016/j.ecolmodel.2012.04.015. [COBISS.SI-ID 25848103]

119. MAKSIMOVIĆ, Daniela, KOBLER, Andrej, OGRINC, Peter, ŽENKO, Bernard, DŽEROSKI, Sašo. Estimating the risk of fire outbreaks in the natural environment. In: GUNOPULOS, Dimitrios (ed.), MALERBA, Donato (ed.), VAZIRGIANNIS, Michalis (ed.). Proceedings of the ECML PKDD 2011, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 5-9 September 2011, Athens, Greece. Boston; Dordrecht; London: Kluwer, 2012. Vol. 24, no. 2, str. 411-442. Data mining and knowledge discovery, Vol. 25, no. 2, 2012. ISSN 1384-5810. DOI: 10.1007/s10618-011-0213-2. [COBISS.SI-ID 26074151]

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121. MADŽAROV, Gjorgji, KOCEV, Dragi, GJORGJEVIKJ, Dejan, DŽEROSKI, Sašo. An extensive experimental comparison of methods for multi-label learning : [Best Papers of Iberian Conference on Pattern Recognition and Image Analysis IbPRIA'2011, June 8-10, 2011, Las Palmas, Spain]. In: Proceedings of the Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA'2011), 8-10 June 2011, Las Palmas de Gran Canaria, Spain. Oxord; New York: Pergamon, 2012. Vol. 45, no. 9, str. 3084-3104. Pattern recognition, vol. 45, no. 9, 2012. ISSN 0031-3203. DOI: 10.1016/j.patcog.2012.03.004. [COBISS.SI-ID 25681959]

122. TAŠKOVA, Katerina, KOROŠEC, Peter, ŠILC, Jurij, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Parameter estimation with bio-inspired meta-heuristic optimization : modeling the dynamics of endocytosis. BMC systems biology. 2011, vol. 5, str. 159-1-159-52. ISSN 1752-0509. http://www.biomedcentral.com/content/pdf/1752-0509-5-159.pdf, DOI: 10.1186/1752-0509-5-159. [COBISS.SI-ID 25147943]

123. IKONOMOVSKA, Elena, GAMA, João, DŽEROSKI, Sašo. Learning model trees from evolving data streams. Data mining and knowledge discovery. 2011, vol. 23, no. 1, str. 128-168. ISSN 1384-5810. DOI: 10.1007/s10618-010-0201-y. [COBISS.SI-ID 24647719]

124. MAKSIMOVIĆ, Daniela, CECI, Michelangelo, APPICE, Annalisa, MALERBA, Donato, DŽEROSKI, Sašo. Global and local spatial autocorrelation in predictive clustering trees. In: ELOMAA, Tapio (ed.), HOLMÉN, Jaakko (ed.), MANNILA, Heikki (ed.). Discovery science : 14th International Conference, Ds 2011, Espoo, Finland, October 5-7, : proceedings. Heidelberg [etc.]: Springer, 2011. Vol. 6926, str. 307-322. Lecture notes in artificial intelligence, Lecture notes in artificial intelligence, vol. 6926. ISBN 978-3-642-24476-6, ISBN 3-642-24476-9. ISSN 0302-9743. [COBISS.SI-ID 25200423]

125. PUGELJ, Mitja, DŽEROSKI, Sašo. Predicting structured outputs k-Nearest Neighbours Method. In: ELOMAA, Tapio (ed.), HOLMÉN, Jaakko (ed.), MANNILA, Heikki (ed.). Discovery science : 14th International Conference, Ds 2011, Espoo, Finland, October 5-7, : proceedings. Heidelberg [etc.]: Springer, 2011. Vol. 6926, str. 262-276. Lecture notes in artificial intelligence, Lecture notes in artificial intelligence, vol. 6926. ISBN 978-3-642-24476-6, ISBN 3-642-24476-9. ISSN 0302-9743. [COBISS.SI-ID 25200679]

126. KELLER, Reuben P., KOCEV, Dragi, DŽEROSKI, Sašo. Trait-based risk assessment for invasive species : high performance across diverse taxonomic groups, geographic ranges and machine learning/statistical tools. Diversity and distributions : a journal of conservation biogeography. 2011, vol. 17, no. 3, str. 451-461. ISSN 1366-9516. DOI: 10.1111/j.1472-4642.2011.00748.x. [COBISS.SI-ID 24674087]

127. ATANASOVA, Nataša, DŽEROSKI, Sašo, KOMPARE, Boris, TODOROVSKI, Ljupčo, GAL, Gideon. Automated discovery of a model for dinoflagellate dynamics. Environmental Modelling & Software. [Print ed.]. 2011, vol. 26, no. 5, str. 658-668. ISSN 1364-8152. DOI: 10.1016/j.envsoft.2010.11.003. [COBISS.SI-ID 24367399]

128. CORTET, Jérôme, KOCEV, Dragi, DUCOBU, Caroline, DŽEROSKI, Sašo, DEBELJAK, Marko, SCHWARTZ, Christophe. Using data mining to predict soil quality after application of biosolids in agriculture. Journal of environmental quality. 2011, vol. 40, no. 6, str. 1972-1982. ISSN 0047-2425. DOI: 10.2134/jeq2011.0155. [COBISS.SI-ID 25336615]

129. KUTNAR, Lado, KOBLER, Andrej, DŽEROSKI, Sašo. Kakšni bi lahko bili učinki segrevanja ozračja na bukove gozdove v prihodnosti = What might be the effects of global warming on the beech forests in the future?. Les. [Tiskana izd.]. 2011, letn. 63, št. 5, str. 203-207, ilustr. ISSN 0024-1067. [COBISS.SI-ID 3171238]

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131. DIMITROVSKI, Ivica, KOCEV, Dragi, LOSKOVSKA, Suzana, DŽEROSKI, Sašo. Hierarchical annotation of medical images. Pattern recognition : the journal of the Pattern Recognition Society. [Print ed.]. 2011, vol. 44, no. 10/11, str. 2436-2449. ISSN 0031-3203. [COBISS.SI-ID 24848423]

132. DEBELJAK, Marko, SQUIRE, Geoff R., KOCEV, Dragi, HAWES, Cathy, YOUNG, Marc W., DŽEROSKI, Sašo. Analysis of time series data on agroecosystem vegetation using predictive clustering trees. In: LAROCQUE, Guy R. (ed.). Proceedigs of the Ecological modelling for enhanced sustainability in management, ISEM 2009, October 6-9, 2009, Québec, Canada. Amsterdam: Elsevier, 2011. Vol. 222, no. 14, str. 2524-2529. Ecological modelling, vol. 222, no. 14, 2011. ISSN 0304-3800. DOI: 10.1016/j.ecolmodel.2010.10.021. [COBISS.SI-ID 24218407]

133. SCHIETGAT, Leander, VENS, Celine, STRUYF, Jan, BLOCKEEL, Hendrik, KOCEV, Dragi, DŽEROSKI, Sašo. Predicting gene function using hierarchical multi-label decision tree ensembles. BMC bioinformatics. 2010, vol. 11, no. 2, str. 1-14. ISSN 1471-2105. [COBISS.SI-ID 23480359]

134. MAKSIMOVIĆ, Daniela, PANOV, Panče, GJORGJIOSKI, Valentin, KOBLER, Andrej, DŽEROSKI, Sašo. Estimating vegetation height and canopy cover from remotely sensed data with machine learning. Ecological informatics. 2010, vol. 5, no. 4, str. 256-266. ISSN 1574-9541. DOI: 10.1016/j.ecoinf.2010.03.004. [COBISS.SI-ID 23593255]

135. KOCEV, Dragi, NAUNOVSKI, Andreja, MITRESKI, Kosta, KRSTIĆ, Svetislav, DŽEROSKI, Sašo. Learning habitat models for the diatom community in Lake Prespa. Ecological modelling. [Print ed.]. 2010, vol. 221, issue 2, str. 330-337. ISSN 0304-3800. DOI: 10.1016/j.ecolmodel.2009.09.002. [COBISS.SI-ID 23122727]

136. LOVREČIĆ, Luca, SLAVKOV, Ivica, DŽEROSKI, Sašo, PETERLIN, Borut. ADP-ribosylation factor Guanine nucleotide-exchange factor 2 (ARFGEF2) : a new potential biomarker in Huntington's disease. Journal of international medical research. 2010, vol. 38, no. 5, str. 1653-1662. ISSN 0300-0605. [COBISS.SI-ID 24222247]

137. SLAVKOV, Ivica, GJORGJIOSKI, Valentin, STRUYF, Jan, DŽEROSKI, Sašo. Finding explained groups of time-course gene expression profiles with predictive clustering trees. Molecular bioSystems. 2010, vol. 6, no. 4, str. 729-740. ISSN 1742-206X. http://www.rsc.org/Publishing/Journals/MB/article.asp?doi=b913690h. [COBISS.SI-ID 23488807]

138. TANEVSKI, Jovan, DŽEROSKI, Sašo, KOCAREV, Ljupco. Approximate Bayesian parameter inference for dynamical systems in systems biology. Prilozi. Oddelenie za matematičko-tehnički nauki. Section of Mathematical and Technical Sciences. 2010, vol. 31, no. 1/2, str. 73-98. ISSN 0351-3246. [COBISS.SI-ID 26096423]

139. EVERAERT, Gert, BOETS, Pieter, LOCK, Koen, DŽEROSKI, Sašo, GOETHALS, Peter L. M. Using classification trees to analyze the impact of exotic species on the ecological assessment of polder lakes in Flanders, Belgium. In: LAROCQUE, Guy R. (ed.). Proceedigs of the Ecological modelling for enhanced sustainability in management, ISEM 2009, October 6-9, 2009, Québec, Canada. Amsterdam: Elsevier, 2011. Vol. 222, no. 14, str. 2202-2212. Ecological modelling, vol. 222, no. 14, 2011. ISSN 0304-3800. DOI: 10.1016/j.ecolmodel.2010.08.013. [COBISS.SI-ID 24222503]

140. ZMAZEK, Boris, DŽEROSKI, Sašo, TORKAR, Drago, VAUPOTIČ, Janja, KOBAL, Ivan. Identification of radon anomalies in soil gas using decision trees and neural networks. In: MAZUR, Jadwiga (ed.), KOZAK, Krzysztof (ed.), KOBAL, Ivan (ed.). Proceedigs of the International Conference Radon in Environment, May 20-14, 2009, Zakopane,Poland. Warszawa: Institute of Nuclear Chemistry and Technology, 2010. Vol. 55, no. 4, str. 501-505. Nukleonika, vol. 55, no. 4, 2010. ISSN 0029-5922. [COBISS.SI-ID 24098087]

141. PANOV, Panče, SOLDATOVA, Larisa N., DŽEROSKI, Sašo. Towards an ontology of data mining investigation. In: GAMA, João (ed.). Discovery science : proceedings. 12th International Conference, DS 2009 Porto, Portugal, October 3-5, 2009. Berlin; Heridelberg; New York: Springer, 2009. Vol. 5808, str. 257-271. Lecture notes in computer science, Lecture notes in articifial intelligence, 5808. ISBN 78-3-642-04746-6, ISBN 3-642-04746-7. ISSN 0302-9743. [COBISS.SI-ID 22991399]

142. TRAJANOV, Aneta, TODOROVSKI, Ljupčo, DEBELJAK, Marko, DŽEROSKI, Sašo. Modelling the outcrossing between genetically modified and conventional maize with equation discovery. Ecological modelling. [Print ed.]. 2009, vol. 220, no. 8, str. 1063-1072. ISSN 0304-3800. [COBISS.SI-ID 22574375]

143. KOCEV, Dragi, DŽEROSKI, Sašo, WHITE, Matt D., NEWELL, Graeme R., GRIFFIOEN, Peter. Using single- and multi-target regression trees and ensembles to model a compound index of vegetation condition. Ecological modelling. [Print ed.]. 2009, vol. 220, no. 8, str. 1159-1168. ISSN 0304-3800. [COBISS.SI-ID 22691879]

144. MESSÉAN, Antoine, DŽEROSKI, Sašo, et al. Sustainable introduction of GM crops into european agriculture : a summary report of the FP6 SIGMEA research project. OCL. 2009, vol. 16, no. 1, str. 37-51. ISSN 1258-8210. [COBISS.SI-ID 22769191]

145. ŽENKO, Bernard, DŽEROSKI, Sašo. Learning classification rules for multiple target attributes. In: WASHIO, Takashi (ed.). Advances in knowledge discovery and data mining : 12th Pacific-Asia Conference, PAKDD 2008, Osaka, Japan, May 20-23, 2008 : proceedings. Berlin; New York: Springer, cop. 2008. Vol. 5012, str. 454-465. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 5012. ISBN 978-3-540-68124-3, ISBN 3-540-68124-8. ISSN 0302-9743. [COBISS.SI-ID 21912359]

146. PEČKOV, Aleksandar, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. A minimal description length scheme for polynomila regression. In: WASHIO, Takashi (ed.). Advances in knowledge discovery and data mining : 12th Pacific-Asia Conference, PAKDD 2008, Osaka, Japan, May 20-23, 2008 : proceedings. Berlin; New York: Springer, cop. 2008. Vol. 5012, str. 284-295. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 5012. ISBN 978-3-540-68124-3, ISBN 3-540-68124-8. ISSN 0302-9743. [COBISS.SI-ID 21912103]

147. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Equation discovery for systems biology : finding the structure and dynamics of biological networks from time course data. Current opinion in biotechnology. [Print ed.]. 2008, vol. 19, no. 4, str. 360-368. ISSN 0958-1669. [COBISS.SI-ID 21901607]

148. BRIDEWELL, Will, LANGLEY, Pat, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Inductive process modeling. Machine learning. [Print ed.]. 2008, vol. 71, no. 1, str. 1-32. ISSN 0885-6125. http://dx.doi.org/10.1007/s10994-007-5042-6, DOI: 10.1007/s10994-007-5042-6. [COBISS.SI-ID 21312295]

149. VENS, Celine, STRUYF, Jan, SCHIETGAT, Leander, DŽEROSKI, Sašo, BLOCKEEL, Hendrik. Decision trees for hierarchical multi-label classification. Machine learning. [Print ed.]. 2008, vol. 73, no. 2, str. 185-214. ISSN 0885-6125. [COBISS.SI-ID 21903143]

150. TRAJANOV, Aneta, VENS, Celine, COLBACH, Nathalie, DEBELJAK, Marko, DŽEROSKI, Sašo. The feasibility of co-existence between conventional and genetically modified crops : using machine learning to analyse the output of simulation models. In: Proceedings of ICEM 2006, International Conference on Ecological Modelling, Mamaguchi, Japan : 28 August - 1 September 2006, Yamaguchi University, Japan. Amsterdam: Elsevier Scientific Publ. Co., 2008. Issues 1-3, vol. 215, str. 262-271. Ecological modeling, Vol. 215, no. 1/3, 2008. ISSN 0304-3800. DOI: 10.1016/j.ecolmodel.2008.02.031. [COBISS.SI-ID 21667367]

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152. ATANASOVA, Nataša, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, KOMPARE, Boris. Application of automated model discovery from data and expert knowledge to a real-world domain: Lake Glumsø. In: KOMAROV, Alexander S. (ed.). Proceedings of The Fifth European Conference on Ecological Modelling ECEM 2005, Pushchino, Russia, September 19-23. Amsterdam: Elsevier Scientific Publ. Co., 2008. Vol. 212, no. 1/2, str. 92-98. Ecological modelling, Vol. 212, no. 1/2, 2008. ISSN 0304-3800. [COBISS.SI-ID 21313063]

153. PIVARD, Sandrine, DEMŠAR, Damjan, LECOMTE, Jane, DEBELJAK, Marko, DŽEROSKI, Sašo. Characterizing the presence of oilseed rape feral populations on field marginsusing machine learning. In: KOMAROV, Alexander S. (ed.). Proceedings of The Fifth European Conference on Ecological Modelling ECEM 2005, Pushchino, Russia, September 19-23. Amsterdam: Elsevier Scientific Publ. Co., 2008. Vol. 212, no. 1/2, str. 147-154. Ecological modelling, Vol. 212, no. 1/2, 2008. ISSN 0304-3800. [COBISS.SI-ID 21607719]

154. DEBELJAK, Marko, SQUIRE, Geoff, DEMŠAR, Damjan, YOUNG, Marc W., DŽEROSKI, Sašo. Relations between the oilseed rape volunteer seedbank, and soil factors, weed functional groups and geographical location in the UK. In: KOMAROV, Alexander S. (ed.). Proceedings of The Fifth European Conference on Ecological Modelling ECEM 2005, Pushchino, Russia, September 19-23. Amsterdam: Elsevier Scientific Publ. Co., 2008. Vol. 212, no. 1/2, str. 138-146. Ecological modelling, Vol. 212, no. 1/2, 2008. ISSN 0304-3800. [COBISS.SI-ID 21312807]

155. PANOV, Panče, DŽEROSKI, Sašo. Combining bagging and random subspaces to create better ensembles. In: BERTHOLD, Michael R. (ed.), SHAWE-TAYLOR, John (ed.), LAVRAČ, Nada (ed.). Advances in intelligent data analysis VII : proceedings. Berlin; Heidelberg: Springer, cop. 2007. Vol. 4723, str. 118-129. Lecture notes in computer science, 4723, LNCS sublibrary, SL 3, Information systems and applications, incl. internet/web, and HCI. ISBN 3-540-74824-5, ISBN 978-3-540-74824-3. ISSN 0302-9743. [COBISS.SI-ID 21018407]

156. TAŠKOVA, Katerina, MAKSIMOVIĆ, Daniela, BOHANEC, Marko, DŽEROSKI, Sašo. A qualitative decision-support model for evaluating researchers. Informatica : an international journal of computing and informatics. [Tiskana izd.]. 2007, vol. 31, no. 4, str. 479-486. ISSN 0350-5596. [COBISS.SI-ID 21383463]

157. SCATASTA, Sara, WESSELER, Justus, DEMONT, Matty, BOHANEC, Marko, DŽEROSKI, Sašo, ŽNIDARŠIČ, Martin. Multi-attribute modelling of economics and ecological impacts of agricultural innovations on cropping systems. Journal of systemics, cybernetics and informatics. [Print ed.]. 2007, vol. 4, no. 2, str. 52-59. [COBISS.SI-ID 20389159]

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164. DEBELJAK, Marko, CORTET, Jérôme, DEMŠAR, Damjan, KROGH, Paul Henning, DEMŠAR, Damjan, DŽEROSKI, Sašo. Hierarchical clasiffication on environmental factors and agricultural practices affecting soil fauna under cropping systems using By maize. Pedobiologia. 2007, vol. 51, no. 3, str. 229-238. ISSN 0031-4056. DOI: 10.1016/j.pedobi.2007.04.009. [COBISS.SI-ID 20964903]

165. KOBLER, Andrej, PFEIFER, Norbert, OGRINC, Peter, TODOROVSKI, Ljupčo, OŠTIR, Krištof, DŽEROSKI, Sašo. Repetitive interpolation : a robust algorithm for DTM generation from Aerial Laser Scanner Data in forested terrain. Remote sensing of environment. [Print ed.]. 2007, vol. 108, iss. 1, str. 9-23, ilustr. ISSN 0034-4257. http://dx.doi.org/10.1016/j.rse.2006.10.013. [COBISS.SI-ID 1851814]

166. ZMAZEK, Boris, TODOROVSKI, Ljupčo, ŽIVČIĆ, Mladen, DŽEROSKI, Sašo, VAUPOTIČ, Janja, KOBAL, Ivan. Radon in a thermal spring : identification of anomalies related to siesmnic activity. Applied Radiation and Isotopes. [Print ed.]. 2006, vol. 64, str. 725-734. ISSN 0969-8043. [COBISS.SI-ID 19833895]

167. KOBAL GRUM, Darja, KOBAL, Alfred Bogomir, ARNERIĆ, Niko, HORVAT, Milena, ŽENKO, Bernard, DŽEROSKI, Sašo, OSREDKAR, Joško. Personality Traits in Miners with Past Occupational Elemental Mercury Exposure. Environmental health perspectives. 2006, no. 1. ISSN 0091-6765. http://ehp.niehs.nih.gov/members/2006/7863/7863.html. [COBISS.SI-ID 1317207]

168. SLAVKOV, Ivica, DŽEROSKI, Sašo, PETERLIN, Borut, LOVREČIĆ, Luca. Analysis of Huntington's disease gene expression profiles using constrained clustering. Informatica medica slovenica. 2006, vol. 11, no. 2, str. 43-51. ISSN 1318-2129. [COBISS.SI-ID 20442407]

169. VAN ASSCHE, Anneleen, VENS, Celine, BLOCKEEL, Hendrik, DŽEROSKI, Sašo. First order random forest : learning relational classifiers with complex aggregates. Machine learning. [Print ed.]. 2006, vol. 64, no. 1-3, str. 149-182. ISSN 0885-6125. [COBISS.SI-ID 20155175]

170. ATANASOVA, Nataša, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, REMEC-REKAR, Špela, RECKNAGEL, Friedrich, KOMPARE, Boris. Automated modelling of a food web in lake Bled using measured data and a library of domain knowledge. In: DEBELJAK, Marko (ed.), DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.). Selected papers from the Fourth European Conference on Ecological Modelling, September 27-October 1, 2004, Bled, Slovenia. Amsterdam: Elsevier, 2006. Vol. 194, no. 1-3, str. 37-48, graf. prikazi. Ecological modelling, vol. 194, issues 1-3, 2006. ISSN 0304-3800. [COBISS.SI-ID 3079777]

171. ATANASOVA, Nataša, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, KOMPARE, Boris. Constructing a library of domain knowledge for automated modelling of aquatic ecosystems. In: DEBELJAK, Marko (ed.), DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.). Selected papers from the Fourth European Conference on Ecological Modelling, September 27-October 1, 2004, Bled, Slovenia. Amsterdam: Elsevier, 2006. Vol. 194, no. 1-3, str. 14-36, graf. prikazi. Ecological modelling, vol. 194, issues 1-3, 2006. ISSN 0304-3800. [COBISS.SI-ID 3079265]

172. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Integrated knowledge-driven and data-driven approaches to modeling. In: DEBELJAK, Marko (ed.), DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.). Selected papers from the Fourth European Conference on Ecological Modelling, September 27-October 1, 2004, Bled, Slovenia. Amsterdam: Elsevier, 2006. Vol. 194, str. 3-13. Ecological modelling, vol. 194, issues 1-3, 2006. ISSN 0304-3800. [COBISS.SI-ID 19819559]

173. JURC, Maja, PERKO, Marko, DŽEROSKI, Sašo, DEMŠAR, Damjan, HRAŠOVEC, Boris. Spruce bark beetles (Ips typographus, Pityogenes chalcographus, Col.: Scolytidae) in the Dinaric mountain forests of Slovenia : monitoring and modeling. In: DEBELJAK, Marko (ed.), DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.). Selected papers from the Fourth European Conference on Ecological Modelling, September 27-October 1, 2004, Bled, Slovenia. Amsterdam: Elsevier, 2006. Vol. 194, no. 1/3, str. 219-226, ilustr. Ecological modelling, vol. 194, issues 1-3, 2006. ISSN 0304-3800. http://ejournals.ebsco.com/direct.asp?ArticleID=4CB783F18E1961BDECF8. [COBISS.SI-ID 1640870]

174. JERAJ, Marjeta, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, DEBELJAK, Marko. Application of machine learning methods to paleoecological data. In: DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.), DEBELJAK, Marko (ed.). Selected papers from the Fourth International Workshop on Environmental Applications of Machine Learning, September 27 - October 1,2004, Bled, Slovenia : special issue. Amsterdam: Elsevier, 2006. Vol. 191, str. 159-169. Ecological modelling, vol. 191, issue 1, 2006. ISSN 0304-3800. [COBISS.SI-ID 19691047]

175. ŽNIDARŠIČ, Martin, JAKULIN, Aleks, DŽEROSKI, Sašo, CAMPICHLER, Christian. Automatic construction of concept hierarchies : the case of foliage-dwelliung spiders. In: DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.), DEBELJAK, Marko (ed.). Selected papers from the Fourth International Workshop on Environmental Applications of Machine Learning, September 27 - October 1,2004, Bled, Slovenia : special issue. Amsterdam: Elsevier, 2006. Vol. 191, str. 144-158. Ecological modelling, vol. 191, issue 1, 2006. ISSN 0304-3800. [COBISS.SI-ID 19658279]

176. KOBLER, Andrej, DŽEROSKI, Sašo, KERAMITSOGLOU, Iphigenia. Habitat mapping using machine learning-extended kernel-based reclassification of an Ikonos satelite image. In: DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.), DEBELJAK, Marko (ed.). Selected papers from the Fourth International Workshop on Environmental Applications of Machine Learning, September 27 - October 1,2004, Bled, Slovenia : special issue. Amsterdam: Elsevier, 2006. Vol. 191, no. 1, str. 83-95, ilustr. Ecological modelling, vol. 191, issue 1, 2006. ISSN 0304-3800. [COBISS.SI-ID 1591718]

177. DEMŠAR, Damjan, DŽEROSKI, Sašo, LARSEN, Thomas, STRUYF, Jan, AXELSEN, Jørgen, BRUNS-PEDERSEN, Marianne, HENNING KROGH, Paul. Using multi-objective classification to model communities of soil microarthropods. In: DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.), DEBELJAK, Marko (ed.). Selected papers from the Fourth International Workshop on Environmental Applications of Machine Learning, September 27 - October 1,2004, Bled, Slovenia : special issue. Amsterdam: Elsevier, 2006. Vol. 191, str. 131-143. Ecological modelling, vol. 191, issue 1, 2006. ISSN 0304-3800. [COBISS.SI-ID 19690791]

178. ZMAZEK, Boris, ŽIVČIĆ, Mladen, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, VAUPOTIČ, Janja, KOBAL, Ivan. Radon in soil gas : how to identify anomalies caused by earthquakes. Applied geochemistry. [Print ed.]. 2005, vol. 20, str. 1106-1119. ISSN 0883-2927. [COBISS.SI-ID 19029287]

179. OSREDKAR, Joško, ŽENKO, Bernard, KOBAL GRUM, Darja, KRSNIK, Mladen, DŽEROSKI, Sašo, HORVAT, Milena, KOBAL, Alfred Bogomir. Analysis of the relationship between pineal hormone melatonin level and occupational mercury exposure in ex-miners with machine learning methods. Metodološki zvezki. [Tiskana izd.]. 2005, no. 1, str. 161-172. ISSN 1854-0023. [COBISS.SI-ID 19281191]

180. DEMŠAR, Damjan, DŽEROSKI, Sašo, HENNING KROGH, Paul, LARSEN, Thomas. Using machine learning to predict the impact of agricultural factors on communities of soil microarthropods. Metodološki zvezki. [Tiskana izd.]. 2005, vol. 2, no. 1, str. 147-159. ISSN 1854-0023. [COBISS.SI-ID 19280935]

181. ZMAZEK, Boris, ŽIVČIĆ, Mladen, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, VAUPOTIČ, Janja, KOBAL, Ivan. Anomalije radona v talnem zraku, povzročene s seizmično aktivnostjo. Acta geotechnica Slovenica. [Tiskana izd.]. 2004, vol. 1, str. 12-19. ISSN 1854-0171. [COBISS.SI-ID 18701351]

182. ERJAVEC, Tomaž, DŽEROSKI, Sašo. Machine learning of morphosyntactic structure : lemmatizing unknown Slovene words. Applied artificial intelligence. 2004, vol. 18, str. 17-41. ISSN 0883-9514. [COBISS.SI-ID 17965863]

183. DŽEROSKI, Sašo, BLOCKEEL, Hendrik, KOMPARE, Boris, KRAMER, Stefan, PFAHRINGER, Bernhard, VAN LAER, Wim. Experiments in predicting biodegradability. Applied artificial intelligence. 2004, vol. 18, str. 157-181. ISSN 0883-9514. [COBISS.SI-ID 18198567]

184. BOHANEC, Marko, DŽEROSKI, Sašo, ŽNIDARŠIČ, Martin, MESSÉAN, Antoine, SCATASTA, Sara, WESSELER, Justus. Multi-attribute modelling of economic and ecological impacts of cropping systems. Informatica : an international journal of computing and informatics. [Tiskana izd.]. 2004, vol. 28, no. 4, str. 387-392. ISSN 0350-5596. [COBISS.SI-ID 18754855]

185. TODOROVSKI, Ljupčo, LJUBIČ, Peter, DŽEROSKI, Sašo. Inductive polynomial equations for regression. In: Machine learning: ECML 2004 : 15th European Conference on Machine Lerning, Pisa, Italy, September 20-24,2004 : proceedings. Berlin; Heidelberg; New York: 2004. Vol. 3201, str. 441-452. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 3201. ISBN 3-540-23105-6. ISSN 0302-9743. http://link.springer.com/chapter/10.1007%2F978-3-540-30115-8_41, DOI: 10.1007/978-3-540-30115-8_41. [COBISS.SI-ID 18490919]

186. DŽEROSKI, Sašo, ŽENKO, Bernard. Is combining classifiers with stacking better than selecting the best one?. Machine learning. [Print ed.]. 2004, vol. 54, str. 255-273. ISSN 0885-6125. [COBISS.SI-ID 18198311]

187. DRIESSENS, Kurt, DŽEROSKI, Sašo. Integrating guidance into relational reinforcement learning. Machine learning. [Print ed.]. 2004, vol. 57, str. 271-304. ISSN 0885-6125. [COBISS.SI-ID 18571303]

188. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, LJUBIČ, Peter. Discovery of polynomial equations for regression. Metodološki zvezki. [Tiskana izd.]. 2004, vol. 1, str. 131-142. ISSN 1854-0023. [COBISS.SI-ID 18571559]

189. KOBAL GRUM, Darja, ARNERIĆ, Niko, KOBAL, Alfred Bogomir, HORVAT, Milena, ŽENKO, Bernard, DŽEROSKI, Sašo, OSREDKAR, Joško. Emotions and personality traits in former mercury miners. Psihološka obzorja. [Tiskana izd.]. 2004, letn. 13, št. 4, str. 9-31, ilustr. ISSN 1318-1874. http://psiholoska-obzorja.si/arhiv_clanki/2004_4/kobal_et_al.pdf. [COBISS.SI-ID 28484706]

190. OGRIS, Nikica, DŽEROSKI, Sašo, JURC, Maja. Windthrow factors - a case study on Pokljuka = Dejavniki vetroloma na primeru vetroloma na Pokljuki. Zbornik gozdarstva in lesarstva : forest and wood science & technology. [Tiskana izd.]. 2004, št. 74, str. 59-76, ilustr. ISSN 0351-3114. http://dirros.openscience.si/IzpisGradiva.php?id=7605. [COBISS.SI-ID 1324710]

191. ZMAZEK, Boris, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, VAUPOTIČ, Janja, KOBAL, Ivan. Application of decision trees to the analysis of soil radon data for earthquake prediction. Applied Radiation and Isotopes. [Print ed.]. 2003, vol. 58, str. 697-706. ISSN 0969-8043. [COBISS.SI-ID 17610279]

192. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Learning population dynamics models from data and domain knowledge. In: LEGOVIC, T. (ed.). ISEM: the third European Ecological Modelling Conference, 10 - 15 September, 2001, Dubrovnik, Croatia. Amsterdam: Elsevier, 2003. Vol. 170, str. 129-140. Ecological modelling, Vol. 170, issues 2-3, 2003. ISSN 0304-3800. [COBISS.SI-ID 17842471]

193. JERINA, Klemen, DEBELJAK, Marko, DŽEROSKI, Sašo, KOBLER, Andrej, ADAMIČ, Miha. Modeling the brown bear population in Slovenia : a tool in the conservation management of a threatened species. In: LEGOVIC, T. (ed.). ISEM: the third European Ecological Modelling Conference, 10 - 15 September, 2001, Dubrovnik, Croatia. Amsterdam: Elsevier, 2003. Vol. 170, issue 2/3, str. 453-469. Ecological modelling, Vol. 170, issues 2-3, 2003. ISSN 0304-3800. [COBISS.SI-ID 273659]

194. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, LANGLEY, Pat, POTTER, Christopher S. Using equation discovery to reverse an Earth ecosystem model of the carbon netproduction. In: LEGOVIC, T. (ed.). ISEM: the third European Ecological Modelling Conference, 10 - 15 September, 2001, Dubrovnik, Croatia. Amsterdam: Elsevier, 2003. Vol. 170, str. 141-154. Ecological modelling, Vol. 170, issues 2-3, 2003. ISSN 0304-3800. [COBISS.SI-ID 17842215]

195. DŽEROSKI, Sašo, DRUMM, Darrin. Using regression trees to identify the habitat preference of the sea cucumber (Holothuria leucospilota) on Rarotonga, Cook Island. In: LEGOVIC, T. (ed.). ISEM: the third European Ecological Modelling Conference, 10 - 15 September, 2001, Dubrovnik, Croatia. Amsterdam: Elsevier, 2003. Vol. 170, str. 219-226. Ecological modelling, Vol. 170, issues 2-3, 2003. ISSN 0304-3800. [COBISS.SI-ID 17841959]

196. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Combining classifiers with meta decision trees. Machine learning. [Print ed.]. 2003, vol. 50, str. 223-249. ISSN 0885-6125. [COBISS.SI-ID 17311527]

197. DŽEROSKI, Sašo. Multi-relational data mining : an introduction. SIGKDD explorations : newsletter of the ACM special interest group on Knowledge Discovery and Data Mining. 2003, vol. 5, str. 1-16. [COBISS.SI-ID 17845543]

198. ŽENKO, Bernard, DŽEROSKI, Sašo. Napovedovanje biorazgradljivosti z regresijskimi drevesi. Elektrotehniški vestnik. [Slovenska tiskana izd.]. 2002, letn. 69, št. 1, str. 60-68. ISSN 0013-5852. [COBISS.SI-ID 2687572]

199. TODOROVSKI, Ljupčo, BLOCKEEL, Hendrik, DŽEROSKI, Sašo. Ranking with predictive clustering trees. In: ELOMAA, Tapio (ed.), MANNILA, Heikki (ed.), TOIVONEN, Hannu (ed.). Machine learning : ECML 2002 : 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002 : proceedings. Berlin [etc.]: Springer, 2002. Vol. 2430, str. 444-455. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 2430. ISBN 3-540-44036-4. ISSN 0302-9743. [COBISS.SI-ID 16956711]

200. ŽENKO, Bernard, DŽEROSKI, Sašo. Stacking with an extended set of meta-level attributes and MLR. In: ELOMAA, Tapio (ed.), MANNILA, Heikki (ed.), TOIVONEN, Hannu (ed.). Machine learning : ECML 2002 : 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002 : proceedings. Berlin [etc.]: Springer, 2002. Vol 2430, str. 493-504. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 2430. ISBN 3-540-44036-4. ISSN 0302-9743. [COBISS.SI-ID 16956967]

201. DŽEROSKI, Sašo, ŽENKO, Bernard. Stacking with multi-response model trees. In: ROLI, Fabio (ed.), KITTLER, Josef (ed.). Multiple classifier systems : third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002 : proceedings. Berlin [etc.]: Springer, cop. 2002. Str. 201-211. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 2364. ISBN 3-540-43818-1. ISSN 0302-9743. [COBISS.SI-ID 16956455]

202. DŽEROSKI, Sašo. Applications of symbolic machine learning to ecological modelling. In: 2nd International Conference on Applications of Machine Learning to Ecological Modelling, 27 November - 2 December 2000, Adelaide, Australia. Amsterdam: Elsevier, 2001. Vol. 146, str. 263-273. Ecological modelling, Vol. 146, 2001. ISSN 0304-3800. [COBISS.SI-ID 16334119]

203. COMAS, Joaquim, DŽEROSKI, Sašo, GIBERT, Karina, R.-RODA, Ignasi, SÀNCHEZ-MARRÈ, Miquel. Knowledge discovery by means of inductive methods in wastewater treatment plant data. AI communications : The European journal on artificial intelligence. 2001, vol. 14, str. 45-62. ISSN 0921-7126. [COBISS.SI-ID 15933223]

204. DEBELJAK, Marko, DŽEROSKI, Sašo, JERINA, Klemen, KOBLER, Andrej, ADAMIČ, Miha. Habitat suitability modeling for red deer (Cervus elaphus L.) in South-Western Slovenia with classification trees. In: LEGOVIC, T. (ed.). ISEM: the second European Ecological Modelling Conference, 20 - 24 September 1999, Pula, Croatia. Amsterdam: Elsevier, 2001. Vol. 138, str. 321-330. Ecological modelling, Vol. 138, issues 1-3, 2001. ISSN 0304-3800. [COBISS.SI-ID 16056615]

205. DŽEROSKI, Sašo, RAEDT, Luc de, DRIESSENS, Kurt. Relational reinforcement learning. Machine learning. [Print ed.]. 2001, vol. 43, str. 7-52. ISSN 0885-6125. [COBISS.SI-ID 15881255]

206. DŽEROSKI, Sašo, ŽABOKRTSKÝ, Zdeněk. A machine learning approach to atomatic functor assignment in the Prague Dependency Treebank. Prague Bulletin of Mathematical Linguistics. 2001, vol. 76, str. 35-43. ISSN 0032-6585. [COBISS.SI-ID 16642087]

207. KOMPARE, Boris, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Modeling and prediction of phytoplankton growth with equation discovery : case study - Lake Glunsø, Denmark. Verhandlungen - Internationale Vereinigung für Theoretische und Angewandte Limnologie. 2001, vol. 27, str. 3626-3631. ISSN 0368-0770. [COBISS.SI-ID 16580135]

208. WALLEY, William J., GRBOVIĆ, Jasna, DŽEROSKI, Sašo. A reappraisal of saprobic values and indicator weights based on Slovenian river quality data. Water research. 2001, vol. 35, str. 4285-4292. ISSN 0043-1354. [COBISS.SI-ID 16324391]

209. GAMBERGER, Dragan, LAVRAČ, Nada, DŽEROSKI, Sašo. Noise detection and elimination in data preprocessing : experiments in medical domains. Applied artificial intelligence. 2000, vol. 14, str. 205-223. ISSN 0883-9514. [COBISS.SI-ID 14986279]

210. DŽEROSKI, Sašo, DEMŠAR, Damjan, GRBOVIĆ, Jasna. Predicting chemical parameters of river water quality from bioindicator data. Applied intelligence. [Print ed.]. 2000, vol. 13, str. 7-17. ISSN 0924-669X. [COBISS.SI-ID 15303975]

211. DŽEROSKI, Sašo, HRISTOVSKI, Dimitar, PETERLIN, Borut. Using data mining and OLAP to discover patterns in a database of patients with Y-chromosome deletions. JAMIA. Journal of the American Medical Informatics Association. 2000, suppl. , str. 215-219. ISSN 1067-5027. [COBISS.SI-ID 12409561]

212. DŽEROSKI, Sašo, HRISTOVSKI, Dimitar, KUNEJ, Tanja, PETERLIN, Borut. A data mining approach to the development of a diagnostic test for male infertility. In: HASMAN, Arie (ed.). Medical infobahn for Europe : proceedings of MIE2000 and GMDS2000. Amsterdam [etc.]: IOS Press; Tokyo: Ohmsha, cop. 2000. Letn. 77, str. 779-783. Studies in health technology and informatics, vol. 77. ISBN 1-58603-063-9, ISBN 4-274-90395-8. ISSN 0926-9630. [COBISS.SI-ID 11979737]

213. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Combining multiple models with meta decision trees. In: ZIGHED, Djamel A. (ed.), KOMOROWSKI, Jan (ed.), ŻYTKOW, Jan M. (ed.). Principles of data mining and knowledge discovery : proceedings. 4th European Conference, PKDD 2000, Lyon, France, September 13-16, 2000. Berlin; New York: Springer, 2000. Str. 54-64. Lecture notes in computer science, Lecture notes in artificial intelligence, 1910. ISBN 3-540-41066-X. ISSN 0302-9743. [COBISS.SI-ID 15679527]

214. HRISTOVSKI, Dimitar, DŽEROSKI, Sašo, PETERLIN, Borut, ROŽIĆ, Anamarija. Supporting discovery in medicine by association rule mining of bibliographic databases. In: ZIGHED, Djamel A. (ed.), KOMOROWSKI, Jan (ed.), ŻYTKOW, Jan M. (ed.). Principles of data mining and knowledge discovery : proceedings. 4th European Conference, PKDD 2000, Lyon, France, September 13-16, 2000. Berlin; New York: Springer, 2000. Str. 446-451. Lecture notes in computer science, Lecture notes in artificial intelligence, 1910. ISBN 3-540-41066-X. ISSN 0302-9743. [COBISS.SI-ID 15679783]

215. KAMPICHLER, Christian, DŽEROSKI, Sašo, WIELAND, Ralf. Application of machine learning techniques to the analysis of soil ecological data bases : relationships between habitat features and Collembolan community characteristics. Soil biology & biochemistry. [Print ed.]. 2000, vol. 32, str. 197-209. ISSN 0038-0717. [COBISS.SI-ID 14796327]

216. DEBELJAK, Marko, DŽEROSKI, Sašo, ADAMIČ, Miha. Interactions among the red deer (Cervus elaphus, L.) population, meteorological parameters and new growth of the natural regenerated forest in Sneznik, Slovenia. Ecological modelling. [Print ed.]. 1999, vol. 121, str. 51-61. ISSN 0304-3800. [COBISS.SI-ID 14784807]

217. LAVRAČ, Nada, DŽEROSKI, Sašo, NUMAO, Masayuki. Inductive logic programming for relational knowledge discovery. New generation computing. 1999, vol. 17, str. 3-23. ISSN 0288-3635. [COBISS.SI-ID 13775143]

218. DIMEC, Jure, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, HRISTOVSKI, Dimitar. WWW search engine for Slovenian and English medical documents. Studies in health technology and informatics. letn. 68, str. 547-552. ISSN 0926-9630. [COBISS.SI-ID 14399783]

219. DŽEROSKI, Sašo, SCHULZE-KREMER, Steffen, HEIDTKE, Karsten R., SIEMS, Karsten, WETTSCHERECK, Dietrich, BLOCKEEL, Hendrik. Diterpene structure elucidation from [sup]13C NMR spectra with inductive logic programming. Applied artificial intelligence. 1998, vol. 12, str. 363-383. ISSN 0883-9514. [COBISS.SI-ID 13278759]

220. ZUPAN, Blaž, DŽEROSKI, Sašo. Acquiring background knowledge for machine learning using function decomposition : a case stusdy in rheumatology. Artificial intelligence in medicine. [Print ed.]. 1998, vol. 14, str. 101-117. ISSN 0933-3657. [COBISS.SI-ID 13773863]

221. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, KOMPARE, Boris. Modelling and prediction of phytoplankton growth with equation discovery. Ecological modelling. [Print ed.]. 1998, letn. 113, str. 71-81. ISSN 0304-3800. [COBISS.SI-ID 9343961]

222. DŽEROSKI, Sašo, ERJAVEC, Tomaž. Inductive learning of multilingual morphology. Elektrotehniški vestnik. [Slovenska tiskana izd.]. 1998, let. 65, št. 5, str. 296-302. ISSN 0013-5852. [COBISS.SI-ID 1262676]

223. DŽEROSKI, Sašo, GRBOVIĆ, Jasna, WALLEY, William J., KOMPARE, Boris. Using machine learning techniques in the construction of models. 2, Data analysis with rule induction. Ecological modelling. [Print ed.]. 1997, let. 95, št. 1, str. 95-111. ISSN 0304-3800. [COBISS.SI-ID 205153]

224. DŽEROSKI, Sašo, LAVRAČ, Nada. Rule induction and instance-based learning applied in medical diagnosis. Technology and health care. 1996, 4, str. 203-221. ISSN 0928-7329. [COBISS.SI-ID 2604054]

225. KRIŽMAN, Viljem, DŽEROSKI, Sašo, KOMPARE, Boris. Discovering dynamics from measured data. Elektrotehniški vestnik. [Slovenska tiskana izd.]. 1995, let. 62, št. št.3/4, str. 191-198, ilustr. ISSN 0013-5852. [COBISS.SI-ID 202337]

226. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Discovering dynamics : from inductive logic programming to machine discovery. Journal of intelligent information systems. 1995, vol. 4, str. 89-108. ISSN 0925-9902. [COBISS.SI-ID 9114407]

227. BRATKO, Ivan, DŽEROSKI, Sašo. Engineering applications of ILP. New generation computing. 1995, let. 13, str. 313-333. ISSN 0288-3635. [COBISS.SI-ID 603476]

228. RAEDT, Luc de, DŽEROSKI, Sašo. First-order jk-clasual theories are PAC-learnable. Artificial intelligence. [Print ed.]. 1994, vol. 70, str. 375-392. ISSN 0004-3702. [COBISS.SI-ID 9114663]

229. KOMPARE, Boris, BRATKO, Ivan, STEINMAN, Franci, DŽEROSKI, Sašo. Using machine learning techniques in the construction of models. Part 1, Introduction. Ecological modelling. [Print ed.]. 1994, vol. 75/76, str. 617-628, ilustr. ISSN 0304-3800. [COBISS.SI-ID 9215783]

230. LAVRAČ, Nada, DŽEROSKI, Sašo. Weakening the language bias in LINUS. Journal of experimental & theoretical artificial intelligence. [Print ed.]. 1994, 6, str. 95-119. ISSN 0952-813X. [COBISS.SI-ID 2679830]

231. KIETZ, J. U., DŽEROSKI, Sašo. Inductive logic programming and learnbility. SIGART bulletin. 1994, vol. 5, str. 22-32. ISSN 1053-4830. [COBISS.SI-ID 9215527]

232. LAVRAČ, Nada, DŽEROSKI, Sašo, PIRNAT, Vladimir, KRIŽMAN, Viljem. The utility of background knowledge in learning medical diagnostic rules. Applied artificial intelligence. Jul.-Sept. 1993, vol. 7, no. 3, str. 273-293. ISSN 0883-9514. [COBISS.SI-ID 2677014]

233. DŽEROSKI, Sašo, CESTNIK, Bojan, PETROVSKI, I. Using the m-estimate in rule induction. CIT : journal of computing and information technology. 1993, vol. 1, str. 37-46. ISSN 1330-1136. [COBISS.SI-ID 5897255]

234. DŽEROSKI, Sašo, LAVRAČ, Nada. Inductive learning in deductive databases. IEEE transactions on knowledge and data engineering. [Print ed.]. 1993, vol. 5, no. 6, str. 939-949. ISSN 1041-4347. [COBISS.SI-ID 2694422]

235. DŽEROSKI, Sašo. Learning qualitative models with inductive logic programming. Informatica : an international journal of computing and informatics. [Tiskana izd.]. 1992, vol. 16, str. 30-41. ISSN 0350-5596. [COBISS.SI-ID 5601575]

236. LAVRAČ, Nada, WEBER, I., ZUPANIČ, Darko, KAZAKOV, D., ŠTEPANKOVA, O., DŽEROSKI, Sašo. ILPNET repositories on WWW : inductive logic programming systems, datasets and bibliography. AI communications : The European journal on artificial intelligence. 1996, vol. 9, str. 155-234. ISSN 0921-7126. [COBISS.SI-ID 12509223]

237. VERDEV, Milan, BOHANEC, Marko, DŽEROSKI, Sašo. Podpora odločanju pri sistemu ravnanja z odpadno električno in elektronsko opremo. Gospodarjenje z odpadki : Revija za varovanje okolja. 2007, letn. 16, št. 63, str. 2-7. ISSN 1318-0673. [COBISS.SI-ID 21112615]

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239. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris. Analiza ekoloških podatkov z metodami strojnega učenja - načrtujmo zakonitosti, predvidevajmo posledice. Okolje : slovenski ekološki glasnik. 1997, vol. 5, str. 26. ISSN 1318-0908. [COBISS.SI-ID 12764967]

240. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Modeliranje dinamičnih sistemov z avtomatskim odkrivanjem zakonitosti. Elektrotehniški vestnik. [Slovenska tiskana izd.]. 1994, 61, št. 1/2, str. [55]-[64], ilustr. ISSN 0013-5852. [COBISS.SI-ID 66425344]

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242. DŽEROSKI, Sašo. Report : ML`93, 27 June - 1 July, Amherst, MA, USA. Informatica : an international journal of computing and informatics. [Tiskana izd.]. 1993, vol. 17, str. 202-203. ISSN 0350-5596. [COBISS.SI-ID 5894695]

243. DŽEROSKI, Sašo, DEBELJAK, Marko, ŽENKO, Bernard. Četrta evropska konferenca o ekološkem modeliranju (The Fourth European Conference on Ecological Modelling [ECEM 2004] in četrta mednarodna delavnica o uporabi stojnega učenja za analizo podatkov o okolju [Fourth International Workshop on Environmental Applications of Machine Learning [AML 2004]]. Novice IJS. [Tiskana izd.]. 2004, št. 115, str. 6-10. ISSN 1581-2707. [COBISS.SI-ID 18714407]

244. DŽEROSKI, Sašo. Uporabno odkrivanje znanja iz kopice podatkov. Delo. [Tiskana izd.]. 23. jun. 1999, leto 41, št. 143, str. 15. ISSN 0350-7521. [COBISS.SI-ID 100749568]

245. DŽEROSKI, Sašo. Inductive databases and constraint-based data mining. In: VALTCHEV, Petko (ed.), JÄSCHKE, Robert (ed.). Formal concept analysis : proceedings. 9th International Conference, ICFCA 2011, May 2-6, 2011, Nicosia, Cyprus. Heidelberg [etc.]: Springer, cop. 2011. Str. 1-17. Lecture note in computer science, Lecture notes in artificial intelligence, vol. 6628. ISBN 978-3-642-20513-2. ISSN 0302-9743. [COBISS.SI-ID 24693287]

246. DŽEROSKI, Sašo. Inductive process modeling for systems biology. In: BRIDEWELL, Will (ed.), et al. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML/PKDD 2008 : proceedings of Induction of process models, IPM'08, 15 September, 2008, Antwerp, Belgium. [S. l.: s. n.], 2008. Str. 3-4. [COBISS.SI-ID 22059815]

247. DŽEROSKI, Sašo. Machine learning and ecological modelling : successes and chalenges. In: Challenges for ecological modelling in a changing world: global changes, sustainability and ecosystem based management : conference proceedings. The 6th European conference on Ecological Modelling, ECEM '07, Trieste, November 27-30,2007. [S. l.: s. n.], 2007. Str. 10-11. [COBISS.SI-ID 21272103]

248. DŽEROSKI, Sašo. From inductive logic programming to relational data mining. In: Logics in artificial intelligence : 10th European conference, JELIA 2006, Liverpool, UK, September 13-15, 2006 : proceedings. Berlin; Heildeberg; New York: Springer, 2006. Str. 1-14. Lecture notes in computer science, Lecture notes in artifical intelligence, vol. 4160. ISBN 3-540-39625-X, ISBN 978-3-540-39625-3. ISSN 0302-9743. [COBISS.SI-ID 20161063]

249. DŽEROSKI, Sašo. Language resources and machine learning. In: KON-POPOVSKA, Margita (ed.), ZDRAVKOVA, Katerina (ed.). BCI2005 : proceedings of the 2nd Balkan Conference in Informatics, 17-19 November, 2005, Ohrid. Skopje: Faculty of Natural Sciences and Mathematics, 2005. Str. 1-12. ISBN 9989-668-49-3. [COBISS.SI-ID 19612967]

250. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, LJUBIČ, Peter. Inductive queries on polynomial equations. In: BOULICAUT, Jean-François (ed.), RAEDT, Luc de (ed.), MANNILA, Heikki (ed.). Constraint-based mining and inductive databases : European Workshop on Inductive Databases and Constraint Based Mining, Hinterzarten, Germany, March 11-13, 2004 : revised selected papers. Berlin; New York: Springer, 2005. Str. 127-154. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 3848. ISBN 3-540-31331-1, ISBN 978-3-540-31331-1. ISSN 0302-9743. [COBISS.SI-ID 19766055]

251. DŽEROSKI, Sašo. Data mining and its environmental applications. In: STANKOVSKI, Mile J. (ed.). ETAI 2005 : proceedings of VII National Conference with international participation : 21-24 September 2005, Ohrid, Republic of Macedonia. [S.l.]: Society for Electronics, Telecommunications, Automatics and Informatics of the Republic of Macedonia, 2005. [COBISS.SI-ID 19610919]

252. DŽEROSKI, Sašo. Learning in rich representations : inductive logic programming and computational scientific discovery. In: MATWIN, Stan (ed.), SAMMUT, Claude (ed.). Inductive logic programming : 12th international conference, ILP 2002, Sydney, Australia, July 9-11, 2002 : revised papers. Berlin; Heidelberg; New York: Springer, cop. 2003. Str. 346-349. Lecture notes in computer science, 2583, Lecture notes in artificial intelligence. ISBN 3-540-00567-6. ISSN 0302-9743. DOI: 10.1007/3-540-36468-4_23. [COBISS.SI-ID 17434407]

253. DŽEROSKI, Sašo. Computational scientific discovery and inductive databases. In: ICDM '02, the 2002 IEEE International Conference on Data Mining : proceedings [of] International Workshop on Active Mining (AM-2002), Maebashi City, Japan, December 9, 2002. [S.l.]: IEEE Computer Society, 2002. Str. 4-15. [COBISS.SI-ID 17290279]

254. DŽEROSKI, Sašo. Learning in rich representation : inductive logic programming and computational scientific discovery. In: SAMMUT, Claude (ed.), HOFFMANN, Achim (ed.). Machine learning : proceedings of the Nineteenth International Conference (ICML 2002), University of New South Wales, Sydney, Australia, July 8-12, 2002. San Francisco: Morgan Kaufmann, 2002. Str. 701-702. The Morgan Kaufmann series in machine learning. ISBN 1-55860-873-7. ISSN 1049-1910. [COBISS.SI-ID 17099559]

255. DŽEROSKI, Sašo. relational reinforcement learning for agents with objects. In: Proceedings of the AISB'02 Symposium on Adaptive Agents and Multi-Agent Systems : 3rd-5th April, 2002, Imperial College of Science, Technology and Medicine University of London. [S.l.]: The Society for the Study of Artificial Intelligence and Simulation of Behaviour, 2002. Str. 1-8. ISBN 1-902956-28-0. [COBISS.SI-ID 17102631]

256. HRISTOVSKI, Dimitar, PETERLIN, Borut, DŽEROSKI, Sašo. Discovery support system for medicine and genetics. In: GLAVAČ, Damjan (ed.), RAVNIK-GLAVAČ, Metka (ed.). Congress proceedings. 2nd Congress of Genetic Society of Slovenia with International Participation, Bled, September 13 - 17, 2000. Ljubljana: Slovensko genetsko društvo: = Genetic Society Slovenia, 2000. Str. 231-232. ISBN 961-90534-2-7. [COBISS.SI-ID 12027353]

257. BRATKO, Ivan, DŽEROSKI, Sašo. New AI techniques applied to modelling. In: JEZERNIK, Anton (ed.), DOLŠAK, Bojan (ed.). Proceedings. International Conference Design to Manufacture in Modern Industry, Bled, Slovenia, 29-30 May 1995. Maribor: Faculty of Mechanical Engineering, 1995. Str. 359-372, ilustr. ISBN 86-435-0108-5. [COBISS.SI-ID 68779776]

258. LAVRAČ, Nada, DŽEROSKI, Sašo. Background knowledge and declarative bias in inductive concept learning. In: JANTKE, Klaus P. (ed.). Analogical and inductive inference : international workshop AII '92, Dagstuhl Castle, Germany, October 5-9, 1992 : proceedings. International Workshop AII '92, Dagstuhl Castle, Germany, October 1992. Berlin [etc.]: Springer-Verlag, 1992. Str. 51-71. Lecture notes in computer science, Lecture notes in artificial intelligence, 642. ISBN 3-540-56004-1, ISBN 0-387-56004-1. [COBISS.SI-ID 2672918]

259. KOSTOVSKA, Ana, VERMETTEN, Diederick, DOERR, Carola, DŽEROSKI, Sašo, PANOV, Panče, EFTIMOV, Tome. OPTION : optimization algorithm benchmarking ontology. In: CHICANO, Francisco (ed.). GECCO '21, Proceedings of the Genetic and Evolutionary Computation Conference Companion, 10 July - 14 July, 2021, Lille, France. New York: ACM = Association for Computing Machinery, 2021. Str. 239-240. ISBN 978-1-4503-8350-9. DOI: 10.1145/3449726.3459579. [COBISS.SI-ID 71045635]

260. POPOV, Stefan, BRESKVAR, Martin, SNOJ TRATNIK, Janja, MAZEJ, Darja, HORVAT, Milena, DŽEROSKI, Sašo. Relating prenatal Hg exposure and neurological development in children with machine learning. In: SKALA, Karolj (ed.). MIPRO 2021 : 44th International Convention, September 27 - October 1, 2021, Opatija, Croatia : proceedings. Rijeka: Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, cop. 2021. Str. 418-423. MIPRO ... ISSN 1847-3946. [COBISS.SI-ID 83002371]

261. POPOV, Stefan, KAVKLER, Katja, DŽEROSKI, Sašo. Using machine learning to identify factors contributing to mould in the Celje ceiling painting. In: SKALA, Karolj (ed.). MIPRO 2021 : 44th International Convention, September 27 - October 1, 2021, Opatija, Croatia : proceedings. Rijeka: Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, cop. 2021. Str. 243-248. MIPRO ... ISSN 1847-3946. [COBISS.SI-ID 83002115]

262. KOSTOVSKA, Ana, PETKOVIĆ, Matej, STEPIŠNIK, Tomaž, PANOV, Panče, DŽEROSKI, Sašo, SIMIDJIEVSKI, Nikola, KOCEV, Dragi, et al. GalaxAI : machine learning toolbox for interpretable analysis of spacecraft telemetry data. In: Proceedings : 8th IEEE International Conference on Space Mission Challenges for Information Technology, 26-30 July, 2021 : online event. Str. 44-52. ISBN 978-1-7281-8560-6. [COBISS.SI-ID 85090563]

263. PETKOVIĆ, Matej, STEPIŠNIK, Tomaž, LUCAS, Luke, DŽEROSKI, Sašo, PANOV, Panče, SIMIDJIEVSKI, Nikola, KOCEV, Dragi. Data frugal machine learning for simplifying spacecraft mission planning. In: SPACEOPS 2021, virtual edition. [S. l.]: SANSA = South African National Space Agency. 3 str. https://spaceops.iafastro.directory/a/paper/id/841/abstract-pdf/SpaceOps-2020,13,5,4,x841.brief.pdf?2019-11-14.10:11:08. [COBISS.SI-ID 63839747]

264. VIDULIN, Vedrana, DŽEROSKI, Sašo. Hierarchy decomposition pipeline : a toolbox for comparison of model induction algorithms on hierarchical multi-label classification problems. In: APPICE, Annalisa (ed.). Discovery Science : 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings. Cham: Springer, 2020. Lncs 12323, str. 486-501. Lecture notes in computer science, 12323. ISBN 978-3-030-61526-0, ISBN 978-3-030-61527-7. ISSN 0302-9743. [COBISS.SI-ID 52173315]

265. BRENCE, Jure, TANEVSKI, Jovan, ADAMS, Jennifer, MALINA, Edward, DŽEROSKI, Sašo. Learning surrogates of a radiative transfer model for the sentinel 5P satellite. In: APPICE, Annalisa (ed.). Discovery Science : 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings. Cham: Springer, 2020. Lncs 12323, str. 217-230. Lecture notes in computer science, 12323. ISBN 978-3-030-61526-0, ISBN 978-3-030-61527-7. ISSN 0302-9743. [COBISS.SI-ID 52269827]

266. TOLOVSKI, Ilin, DŽEROSKI, Sašo, PANOV, Panče. Semantic annotation of predictive modelling experiments. In: APPICE, Annalisa (ed.). Discovery Science : 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings. Cham: Springer, 2020. Lncs 12323, str. 124-139. Lecture notes in computer science, 12323. ISBN 978-3-030-61526-0, ISBN 978-3-030-61527-7. ISSN 0302-9743. [COBISS.SI-ID 37131267]

267. KOSTOVSKA, Ana, DŽEROSKI, Sašo, PANOV, Panče. Semantic description of data mining datasets: an ontology-based annotation schema. In: APPICE, Annalisa (ed.). Discovery Science : 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings. Cham: Springer, 2020. Lncs 12323, str. 140-155. Lecture notes in computer science, 12323. ISBN 978-3-030-61526-0, ISBN 978-3-030-61527-7. ISSN 0302-9743. [COBISS.SI-ID 37133315]

268. PETKOVIĆ, Matej, CECI, Michelangelo, KERSTING, Kristian, DŽEROSKI, Sašo. Estimating the importance of relational features by using gradient boosting. In: Foundations of Intelligent Systems : 25th International Symposium [on Methodologies for Intelligent Systems], ISMIS 2020, Graz, Austria, September 23-25, 2020 : proceedings. Cham: Springer, 2020. Str. 362-371. Lecture notes in computer science, Lecture notes in artificial intelligence, Vol. 12117. ISBN 978-3-030-59490-9, ISBN 978-3-030-59491-6. ISSN 0302-9743. https://link.springer.com/content/pdf/10.1007%2F978-3-030-59491-6.pdf. [COBISS.SI-ID 28852483]

269. BRESKVAR, Martin, DŽEROSKI, Sašo. Predicting Associations Between Proteins and multiple diseases. In: Foundations of Intelligent Systems : 25th International Symposium [on Methodologies for Intelligent Systems], ISMIS 2020, Graz, Austria, September 23-25, 2020 : proceedings. Cham: Springer, 2020. Str. 383-392. Lecture notes in computer science, Lecture notes in artificial intelligence, Vol. 12117. ISBN 978-3-030-59490-9, ISBN 978-3-030-59491-6. ISSN 0302-9743. https://link.springer.com/content/pdf/10.1007%2F978-3-030-59491-6.pdf. [COBISS.SI-ID 48193283]

270. ŠKRLJ, Blaž, DŽEROSKI, Sašo, LAVRAČ, Nada, PETKOVIĆ, Matej. Feature importance estimation with self-attention networks. Frontiers in artificial intelligence and applications. str. 1491-1498. ISSN 0922-6389. http://ebooks.iospress.nl/publication/55051, DOI: 10.3233/FAIA200256. [COBISS.SI-ID 49940227]

271. SZLUPOWICZ, Michał Artur, BRENCE, Jure, ADAMS, Jennifer, MALINA, Edward, DŽEROSKI, Sašo. Machine learning of surrogate models with an application to sentinel 5P. In: LUŠTREK, Mitja (ed.), GAMS, Matjaž (ed.), PILTAVER, Rok (ed.). Slovenska konferenca o umetni inteligenci = Slovenian Conference on Artificial Intelligence : 6.-7. oktober 2020, 6-7 October 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd innternational multiconference : zvezek A = volume A. Ljubljana: Institut "Jožef Stefan", 2020. Str. 104-107. Informacijska družba. ISBN 978-961-264-202-0, ISBN 978-961-264-203-7. ISSN 2630-371X. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2020/IS2020_Volume_A%20-%20SLAIS.pdf. [COBISS.SI-ID 34407683]

272. NOVAK, Rok, KOCMAN, David, ROBINSON, Johanna A., KANDUČ, Tjaša, SARIGIANNIS, Denis, DŽEROSKI, Sašo, HORVAT, Milena. Low-cost environmental and motion sensor data for complex activity recognition : proof of concept. In: Special Issue "Selected Papers from the 7th International Electronic Conference on Sensors and Applications", 15-30 November 2020 : webinar. Vol. 2, no. 1, str. 54-1-54-6. Engineering proceedings, Vol. 54, no. 2, 2020. ISSN 2673-4591. DOI: 10.3390/ecsa-7-08194. [COBISS.SI-ID 41487619]

273. PANOV, Panče, KOSTOVSKA, Ana, TOLOVSKI, Ilin, DŽEROSKI, Sašo. Semantic annotation of data on neurodegenerative diseases in patients using ontologies. In: Abstract book. 2nd HBP Student Conference - Transdisciplinary Research Linking Neuroscience, Brain Medicine and Computer Science, 14-16 February 2018, Ljubljana, Slovenia. [S. l.]: Frontiers Media SA, 2019. Str. 48-50. Human brain project education programme. ISBN 978-2-88945-588-1. [COBISS.SI-ID 32249639]

274. PETKOVIĆ, Matej, DŽEROSKI, Sašo, KOCEV, Dragi. Ensemble-based feature ranking for semi-supervised classification. In: KRALJ NOVAK, Petra (ed.), ŠMUC, Tomislav (ed.), DŽEROSKI, Sašo (ed.). Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, : proceedings. Cham: Springer, 2019. Lncs 11828, str. 290-303. Lecture notes in computer science, Lecture notes in artificial intelligence, 11828. ISBN 978-3-030-33778-0, ISBN 978-3-030-33778-0. ISSN 0302-9743. https://link.springer.com/content/pdf/10.1007%2F978-3-030-33778-0_23.pdf. [COBISS.SI-ID 32865575]

275. STEVANOSKI, Bozhidar, KOCEV, Dragi, OSOJNIK, Aljaž, DIMITROVSKI, Ivica, DŽEROSKI, Sašo. Predicting thermal power consumption of the Mars express satellite with data stream mining. In: KRALJ NOVAK, Petra (ed.), ŠMUC, Tomislav (ed.), DŽEROSKI, Sašo (ed.). Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, : proceedings. Cham: Springer, 2019. Lncs 11828, str. 186-201. Lecture notes in computer science, Lecture notes in artificial intelligence, 11828. ISBN 978-3-030-33778-0, ISBN 978-3-030-33778-0. ISSN 0302-9743. https://link.springer.com/content/pdf/10.1007%2F978-3-030-33778-0_16.pdf. [COBISS.SI-ID 32865319]

276. OSOJNIK, Aljaž, PANOV, Panče, DŽEROSKI, Sašo. Utilizing hierarchies in tree-based online structured output prediction. In: KRALJ NOVAK, Petra (ed.), ŠMUC, Tomislav (ed.), DŽEROSKI, Sašo (ed.). Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, : proceedings. Cham: Springer, 2019. Lncs 11828, str. 87-95. Lecture notes in computer science, Lecture notes in artificial intelligence, 11828. ISBN 978-3-030-33778-0, ISBN 978-3-030-33778-0. ISSN 0302-9743. https://link.springer.com/content/pdf/10.1007%2F978-3-030-33778-0_8.pdf. [COBISS.SI-ID 32877351]

277. VERDEL, Nina, TANEVSKI, Jovan, DŽEROSKI, Sašo, MAJARON, Boris. Hybrid technique for characterization of human skin by combining machine learning and inverse Monte Carlo approach. In: AMELINK, Arjen (ed.), NADKARNI, Seemantini K. (ed.). European Conferences on Biomedical Optics, 22 July 2019, Munich, Germany. Bellingham: SPIE, 2019. Str. 110751k-1-110751k-8. Proceedings of SPIE, vol. 11075. ISSN 0277-786X. [COBISS.SI-ID 32537639]

278. TOLOVSKI, Ilin, KOSTOVSKA, Ana, SIMIDJIEVSKI, Nikola, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, PANOV, Panče. Towards reusable process-based models of dynamical systems : a case study in the domain of aquatic ecosystems. In: SKALA, Karolj (ed.). MIPRO 2019 : 42nd International Convention, May 20 -24, 2019, Opatija, Croatia : proceedings. Rijeka: Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, 2019. Str. 1110-1115. MIPRO ... (CD-ROM). ISSN 1847-3946. DOI: 10.23919/MIPRO.2019.8757013. [COBISS.SI-ID 32541991]

279. VERDEL, Nina, TANEVSKI, Jovan, DŽEROSKI, Sašo, MAJARON, Boris. A machine-learning model for quantitative characterization of human skin using photothermal radiometry and diffuse reflectance spectroscopy. In: CHOI, Bernard (ed.), ZENG, Haishan (ed.). Photonics in Dermatology and Plastic Surgery 2019 : January 28, 2017, San Francisco, California. Bellingham: SPIE, 2019. Str. 1085107-1-1085107-10. Proceedings of SPIE, vol. 10851. ISSN 0277-786X. DOI: 10.1117/12.2509691. [COBISS.SI-ID 32183335]

280. PETKOVIĆ, Matej, LUCAS, Luke, KOCEV, Dragi, DŽEROSKI, Sašo, BOUMGHAR, Redouane, SIMIDJIEVSKI, Nikola. Quantifying the effects of gyroless flying of the Mars Express Space craft with machine learnin. In: Proceedings. Danvers: IEEE = Institute of Electrical and Electronics Engineers, 2019. Str. 9-16. ISBN 978-1-7281-1544-3. https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8863862. [COBISS.SI-ID 32825383]

281. MIHELČIĆ, Matej, DŽEROSKI, Sašo, ŠMUC, Tomislav. Extending Redescription mining to multiple views. In: SOLDATOVA, Larisa N. (ed.). Discovery science : 21st International Conference, DS 2018 Limassol, Cyprus, October 29-31, 2018 : proceedings. Cham: Springer, 2018. Lnai 11198, str. 292-307. Lecture notes in artificial intelligence, LNAI 11198. ISBN 978-3-030-01770-5, ISBN 978-3-030-01771-2. ISSN 0302-9743. [COBISS.SI-ID 32053287]

282. PETKOVIĆ, Matej, KOCEV, Dragi, DŽEROSKI, Sašo. Feature ranking with relief for multi-label classification. In: SOLDATOVA, Larisa N. (ed.). Discovery science : 21st International Conference, DS 2018 Limassol, Cyprus, October 29-31, 2018 : proceedings. Cham: Springer, 2018. Lnai 11198, str. 51-65. Lecture notes in artificial intelligence, LNAI 11198. ISBN 978-3-030-01770-5, ISBN 978-3-030-01771-2. ISSN 0302-9743. [COBISS.SI-ID 32054311]

283. PETKOVIĆ, Matej, DŽEROSKI, Sašo, KOCEV, Dragi. Feature ranking for hierarchical multi-label classification with tree ensemble methods. In: KOTEVSKI, Miroslav (ed.). ETAI 2018 : zbornik na apstrakti na trudovi = ETAI 2018 : proceedings of abstracts. Skopje: Fakultet za elektronika i informaciski tehnologii: = Faculty of Electrical Engineering and Information Technology, 2018. 4 str. ETAI Megunarodna Konferencija (USB). ISBN 978-9989-630-89-7. ISSN 2545-4889. [COBISS.SI-ID 31719207]

284. BRESKVAR, Martin, KOCEV, Dragi, DŽEROSKI, Sašo. Fitted rule ensembles for multi-target regression with random output selections. In: KOTEVSKI, Miroslav (ed.). ETAI 2018 : zbornik na apstrakti na trudovi = ETAI 2018 : proceedings of abstracts. Skopje: Fakultet za elektronika i informaciski tehnologii: = Faculty of Electrical Engineering and Information Technology, 2018. 4 str. ETAI Megunarodna Konferencija (USB). ISBN 978-9989-630-89-7. ISSN 2545-4889. [COBISS.SI-ID 31718951]

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371. HRISTOVSKI, Dimitar, PETERLIN, Borut, DŽEROSKI, Sašo, STARE, Janez. Literature based discovery support system and its application to disease gene identification. In: DŽEROSKI, Sašo (ed.), TODOROVSKI, Ljupčo (ed.). Computational discovery of scientific knowledge : introduction, techniques, and applications in environmental and life sciences. Berlin; Heidelberg: Springer, 2007. Vol. 4660, str. 307-326. Lecture notes in computer science, Lecture notes in artifical intelligence, 4660, State-of-the-art-survey. ISBN 978-3-540-73919-7, ISBN 3-540-73919-X. ISSN 0302-9743. [COBISS.SI-ID 20975911]

372. TRAJANOV, Aneta, VENS, Celine, DŽEROSKI, Sašo, COLBACH, Nathalie. Studying the presence of genetically modified variants in organic oilseed rape by using relational data mining. In: HRYNIEWICZ, Olgierd (ed.), STUDZIŃSKI, Jan (ed.), ROMANIUK, Maciej (ed.). Environmental informatics and systems research : EnviroInfo 2007. 21st International Conference on Informatics for Environmental Protection, September 12-14,2007, Warsaw, Poland. Aachen: Shaker Verlag, 2007. Str. 417-424. ISBN 978-3-8322-6397-3. [COBISS.SI-ID 21095975]

373. DŽEROSKI, Sašo, MITRESKI, Kosta, KRSTIĆ, Svetislav, NAUMOSKI, Andreja. Learning habitat models for the diatoms of lake Prespa. In: STANKOVSKI, Mile J. (ed.). ETAI 2007 : zbornik na trudovi = Proceedings. VIII. Nacionalna konferencija so meǵunarodno učestvo ETAI, september 19-21 2007, Ohrid, Republika Makedonija. Skopje: Združenie za elektronika, telekomunikacii, avtomatika i informatika na Republika Makedonija, 2007. 7 str. [COBISS.SI-ID 21291815]

374. PEČKOV, Aleksandar, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Multitarget polynomial regression with constraints. In: NIJSSEN, Siegfried (ed.), RAEDT, Luc de (ed.). International Workshop on Constraint-based Mining and Learning at ECML/PKDD 2007, CMILE'07. The 18th European Conference on Machine Learning and the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, September 21, 2007, Warsaw, Poland. [S. l.: s. n.], 2007. Str. 61-72. [COBISS.SI-ID 21079591]

375. KOBLER, Andrej, OGRINC, Peter, DŽEROSKI, Sašo. Napovedovanje požarne ogroženosti naravnega okolja = Prediction of fire danger in natural environment. In: JURC, Maja (ed.). Podnebne spremembe : vpliv na gozd in gozdarstvo = Climate changes : impact on forest and forestry. Ljubljana: Biotehniška fakulteta, Oddelek za gozdarstvo in obnovljive gozdne vire: = Biotechnical Faculty, Department of Forestry and Renewable Forest Resources Slovenia, 2007. Str. 457-472, ilustr. Studia forestalia Slovenica, št. 130. ISBN 978-961-6020-46-6. ISSN 0353-6025. [COBISS.SI-ID 1866406]

376. KOPPEL, Edwin van de, SLAVKOV, Ivica, DŽEROSKI, Sašo, et al. Knowledge discovery in neuroblastoma-related biological data. In: FAZEL FAMILI, A. (ed.), LIU, Xiaohui (ed.), PEÑA, José-María (ed.). Proceedings of the 2nd Workshop in Data Mining in Functional Genomics and Proteomics, DMFGP'07. ECML PKDD 2007, The 18th European Conference on Machine Learning and the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, September 21, 2007, Warsaw, Poland. [S. l.: s. n.], 2007. Str. 45-56. [COBISS.SI-ID 21079335]

377. APPICE, Annalisa, DŽEROSKI, Sašo. Inducing multi-target model trees in a stepwise fashion. In: CECI, Michelangelo (ed.), MALERBA, Donato (ed.), TANCA, Letizia (ed.). SEBD 2007 : proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, Torre Canne di Fasano, Italy, 17-20 June, 2007. proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, Torre Canne di Fasano, Italy, 17-20 June, 2007. Bari: Università degli Studi, Dipartimento di Informatica, 2007. Str. 16-27. ISBN 978-88-902981-0-3. [COBISS.SI-ID 20977703]

378. KOCEV, Dragi, DŽEROSKI, Sašo, WHITE, Matt D., NEWELL, Graeme R., GRIFFIOEN, Peter. Ensembles of multi-objective regression trees : a case study for predicting the condition of remnant indigenous vegetation. In: BOHANEC, Marko (ed.), et al. Zbornik 10. mednarodne multikonference Informacijska družba - IS 2007, 8.-12. oktober 2007 : zvezek A = Proceedings of the 10th International Multiconference Information Society - IS 2007, 8th-12th October 2007, Ljubljana, Slovenia : volume A. Ljubljana: Institut "Jožef Stefan", 2007. Str. 210-213. Informacijska družba. ISBN 978-961-6303-94-1. ISSN 1581-9973. [COBISS.SI-ID 21226791]

379. ČEREPNALKOSKI, Darko, DŽEROSKI, Sašo, TAŠKOVA, Katerina, TODOROVSKI, Ljupčo. Learning generic models of dynamic systems. In: BOHANEC, Marko (ed.), et al. Zbornik 10. mednarodne multikonference Informacijska družba - IS 2007, 8.-12. oktober 2007 : zvezek A = Proceedings of the 10th International Multiconference Information Society - IS 2007, 8th-12th October 2007, Ljubljana, Slovenia : volume A. Ljubljana: Institut "Jožef Stefan", 2007. Str. 186-189. Informacijska družba. ISBN 978-961-6303-94-1. ISSN 1581-9973. [COBISS.SI-ID 21135143]

380. MAKSIMOVIĆ, Daniela, TAŠKOVA, Katerina, BOHANEC, Marko, DŽEROSKI, Sašo. A qualitative decision-support model for evaluating researchers. In: BOHANEC, Marko (ed.), et al. Zbornik 10. mednarodne multikonference Informacijska družba - IS 2007, 8.-12. oktober 2007 : zvezek A = Proceedings of the 10th International Multiconference Information Society - IS 2007, 8th-12th October 2007, Ljubljana, Slovenia : volume A. Ljubljana: Institut "Jožef Stefan", 2007. Str. 60-63. Informacijska družba. ISBN 978-961-6303-94-1. ISSN 1581-9973. [COBISS.SI-ID 21129255]

381. TRAJANOV, Aneta, VENS, Celine, DŽEROSKI, Sašo. Using ILP study the presence of genetically modified variants in organic oilseed rape. In: MUGGLETON, Stephen (ed.), OTERO, Ramon. 16th International Conference on Inductive Logic Programming, ILP'06 : short papers : Santiago de Compostela, Spain 24-27 August, 2006. Coruna: UDC Press, 2006. Str. 107-109. ISBN 84-9749-206-4. [COBISS.SI-ID 21017639]

382. KOBLER, Andrej, PFEIFER, Norbert, OGRINC, Peter, TODOROVSKI, Ljupčo, OŠTIR, Krištof, DŽEROSKI, Sašo. Using redundancy in aerial lidar point cloud to generate DTM in steep forestedrelief. In: KOUKAL, Tatjana (ed.). 3D remote sensing in forestry : proceedings : international workshop, Vienna, 14th-15th Feb. 2006. Vienna: University of Natural Resources and Applied Life Sciences, Department of Spatial, Landscape and Infrastructure-Sciences, 2006. Str. 275-280, ilustr. http://www.rali.boku.ac.at/fileadmin/_/H85/H857/workshops/3drsforestry/Proceedings_3D_Remote_Sensing_2006.pdf. [COBISS.SI-ID 1700006]

383. MIELIKÄINEN, Taneli, PANOV, Panče, DŽEROSKI, Sašo. Itemset support queries using frequent itemsets and their condensed representations. In: LAVRAČ, Nada (ed.), TODOROVSKI, Ljupčo (ed.), JANTKE, Klaus P. (ed.). Discovery science : 9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006 : proceedings. Berlin; Heidelberg: Springer, 2006. Str. 161-172. Lecture notes in computer science, Lecture notes in artifical intelligence, vol. 4265. ISBN 3-540-46491-3, ISBN 978-3-540-46491-4. ISSN 0302-9743. [COBISS.SI-ID 20221735]

384. TRAJANOV, Aneta, ZDRAVKOVA, Katerina, ERJAVEC, Tomaž, DŽEROSKI, Sašo. Learning rules for morphological analysis and synthesis of Macedonian nouns, adjectives and verbs = Učenje pravil za oblikoslivno analizo in sintezo makedonskih samostalnikov, pridevnikov in glagolov. In: ERJAVEC, Tomaž (ed.), ŽGANEC GROS, Jerneja (ed.). Jezikovne tehnologije : zbornik 9. mednarodne multikonference Informacijska družba IS 2006, 9. do 10. oktober 2006 = Language technologies : proceedings of the 9th International Multiconference Information Society IS 2006, 9th-10th October 2006, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2006. Str. 140-145. Informacijska družba. ISBN 961-6303-83-X, ISBN 978-961-6303-83-5. ISSN 1581-9973. [COBISS.SI-ID 20380711]

385. BLOCKEEL, Hendrik, SCHIETGAT, Leander, STRUYF, Jan, DŽEROSKI, Sašo, CLARE, Amanda. Decision trees for hierarchiral multilabel classsification : a case study in functional genomics. In: FÜRNKRANZ, Johannes (ed.), SCHEFFER, Tobias (ed.), SPILIOPOULOU, Myra (ed.). Knowledge discovery in databases: PKDD 2006 : 10th European Conference on Principle and Practice of Knowledge Discovery in Databases, Berlin, Germany, September 18-22, 2006 : proceedings. Berlin; Heidelberg; New York: Springer, 2006. Str. 18-29. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 4213. ISBN 3-540-45374-1, ISBN 978-3-540-45374-1. ISSN 0302-9743. [COBISS.SI-ID 20160807]

386. STRUYF, Jan (associated name), DŽEROSKI, Sašo. Constraint based induction of multi-objective regression trees. In: BONCHI, Francesco (ed.), BOULICAUT, Jean-François (ed.). Knowledge discovery in inductive databases : 4th international workshop, KDID 2005, Porto, Portugal, October 3, 2005 : revised selected and invited papers. Berlin; Heidelberg: Springer, 2006. Str. 222-233. Lecture notes in computer science, vol. 3933. ISBN 3540332928. ISSN 0302-9743. [COBISS.SI-ID 19823399]

387. ŽENKO, Bernard, DŽEROSKI, Sašo, STRUYF, Jan. Learning predictive clustering rules. In: BONCHI, Francesco (ed.), BOULICAUT, Jean-François (ed.). Knowledge discovery in inductive databases : 4th international workshop, KDID 2005, Porto, Portugal, October 3, 2005 : revised selected and invited papers. Berlin; Heidelberg: Springer, 2006. Str. 234-250. Lecture notes in computer science, vol. 3933. ISBN 3540332928. ISSN 0302-9743. [COBISS.SI-ID 19823655]

388. ATANASOVA, Nataša, MIELEITNER, Johanna, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, KOMPARE, Boris. Construction of lake Greifensee conceptual model combining machine learning and expert knowledge. In: Management of sustainability and ecological modelling : proceedings. International Conference on Ecological Modelling, 28 August - 1 September 2006, Yamaguchi University, Japan. [S. l.]: ISEM, 2006. 1 zv. (loč. pag.). [COBISS.SI-ID 20093223]

389. BOHANEC, Marko, MESSÉAN, Antoine, SCATASTA, Sara, ANGEVIN, Frédérique, ŽNIDARŠIČ, Martin, DŽEROSKI, Sašo. A qualitative multi-attribute model for economic and ecological assessment of genetically modified crops. In: Management of sustainability and ecological modelling : proceedings. International Conference on Ecological Modelling, 28 August - 1 September 2006, Yamaguchi University, Japan. [S. l.]: ISEM, 2006. Str. 132-133. [COBISS.SI-ID 20092711]

390. DŽEROSKI, Sašo, TRAJANOV, Aneta, COLBACH, Nathalie, DEBELJAK, Marko. Studying the feasibility of co-existence of GM/non-GM crops by analysing the output of simulation models with machine learning. In: Management of sustainability and ecological modelling : proceedings. International Conference on Ecological Modelling, 28 August - 1 September 2006, Yamaguchi University, Japan. [S. l.]: ISEM, 2006. Str. 260-261. [COBISS.SI-ID 20092967]

391. DEMŠAR, Damjan, DŽEROSKI, Sašo, DEBELJAK, Marko, KROGH, Paul Henning. Predicting aggregate properties of soil communities vs. comunity structure in an agricultural setting. In: TOCHTERMANN, Klaus (ed.), SCHARL, Arno (ed.). Managing environmental knowledge : EnviroInfo 2006 : proceedings of the 20th International Conference on Informatics for Environmental Protection, September 6-8,2006, Graz, Austria. Aachen: Shaker Verlag, 2006. Str. 295-302. ISBN 3-8322-5321-1, ISBN 978-3-8322-5321-9. [COBISS.SI-ID 20110887]

392. DŽEROSKI, Sašo, KOBLER, Andrej, GJORGJIOSKI, Valentin, PANOV, Panče. Using decision trees to predict forest stand height and canopy cover from LANSAT and LIDAR data. In: TOCHTERMANN, Klaus (ed.), SCHARL, Arno (ed.). Managing environmental knowledge : EnviroInfo 2006 : proceedings of the 20th International Conference on Informatics for Environmental Protection, September 6-8,2006, Graz, Austria. Aachen: Shaker Verlag, 2006. Str. 125-133. ISBN 3-8322-5321-1, ISBN 978-3-8322-5321-9. [COBISS.SI-ID 20110631]

393. TRAJANOV, Aneta, PANOV, Panče, COLBACH, Nathalie, DEBELJAK, Marko, DŽEROSKI, Sašo, MESSÉAN, Antoine. Using simulation models and data mining to study co-existence of Gm/Non-GM crops at regional level. In: TOCHTERMANN, Klaus (ed.), SCHARL, Arno (ed.). Managing environmental knowledge : EnviroInfo 2006 : proceedings of the 20th International Conference on Informatics for Environmental Protection, September 6-8,2006, Graz, Austria. Aachen: Shaker Verlag, 2006. Str. 493-500. ISBN 3-8322-5321-1, ISBN 978-3-8322-5321-9. [COBISS.SI-ID 20111143]

394. DŽEROSKI, Sašo, SLAVKOV, Ivica, GJORGJIOSKI, Valentin, STRUYF, Jan. Analysis of time series data with predictive clustering trees. In: DŽEROSKI, Sašo (ed.), STRUYF, Jan (ed.). Proceedings of the 5th International workshop on Knowledge discovery in inductive database. 17th European Conference on Machine Learning (ECML) and 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), September 18th - 22nd, 2006, Berlin, Germany. [S.l.: s. n.], 2006. Str. 47-58. [COBISS.SI-ID 20161319]

395. DŽEROSKI, Sašo, ERJAVEC, Tomaž, LEDINEK, Nina, PAJAS, Petr, ŽABOKRTSKÝ, Zdeněk, ŽELE, Andreja. Towards a Slovene dependency treebank. In: Proceedings. 5th International Conference on Language Resources and Evaluation, Genoa, Italy, 22-28 May, 2006. Paris: European Language Resources Association, 2006. Str. 1388-1391. ISBN 2-9517408-2-4. [COBISS.SI-ID 19929127]

396. KOBLER, Andrej, DŽEROSKI, Sašo, FAJFAR, Dušan. Napovedovanje požarne ogroženosti naravnega okolja v geografskem informacijskem sistemu. In: BOHANEC, Marko (ed.), et al. Zbornik 9. mednarodne multikonference Informacijska družba IS 2006, 9. do 14. oktober 2006 = Proceedings of the 9th International Multiconference Information Society IS 2006, 9th-14th October 2006, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2006. Str. 35-38. Informacijska družba. ISBN 961-6303-82-1, ISBN 978-961-6303-82-8. ISSN 1581-9973. [COBISS.SI-ID 20209447]

397. SLAVKOV, Ivica, PENSA, Ruggero, DŽEROSKI, Sašo. Using bi-sets that characterize bi-partitions as features for classification : an application for microarray data analysis. In: BOHANEC, Marko (ed.), et al. Zbornik 9. mednarodne multikonference Informacijska družba IS 2006, 9. do 14. oktober 2006 = Proceedings of the 9th International Multiconference Information Society IS 2006, 9th-14th October 2006, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2006. Str. 60-63. Informacijska družba. ISBN 961-6303-82-1, ISBN 978-961-6303-82-8. ISSN 1581-9973. [COBISS.SI-ID 20209703]

398. VERDEV, Milan, BOHANEC, Marko, DŽEROSKI, Sašo. Decision support for a waste electrical and electronic equipment treatment system. In: BOHANEC, Marko (ed.), et al. Zbornik 9. mednarodne multikonference Informacijska družba IS 2006, 9. do 14. oktober 2006 = Proceedings of the 9th International Multiconference Information Society IS 2006, 9th-14th October 2006, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2006. Str. 93-96. Informacijska družba. ISBN 961-6303-82-1, ISBN 978-961-6303-82-8. ISSN 1581-9973. [COBISS.SI-ID 20208935]

399. MAKSIMOVIĆ, Daniela, PANOV, Panče, KOBLER, Andrej, DŽEROSKI, Sašo, TAŠKOVA, Katerina. Learning to predict forest fires with different data mining techniques. In: BOHANEC, Marko (ed.), et al. Zbornik 9. mednarodne multikonference Informacijska družba IS 2006, 9. do 14. oktober 2006 = Proceedings of the 9th International Multiconference Information Society IS 2006, 9th-14th October 2006, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2006. Str. 255-258. Informacijska družba. ISBN 961-6303-82-1, ISBN 978-961-6303-82-8. ISSN 1581-9973. [COBISS.SI-ID 20209959]

400. TAŠKOVA, Katerina, PANOV, Panče, KOBLER, Andrej, DŽEROSKI, Sašo, MAKSIMOVIĆ, Daniela. Predicting forest stand properties from satellite images with different data mining techniques. In: BOHANEC, Marko (ed.), et al. Zbornik 9. mednarodne multikonference Informacijska družba IS 2006, 9. do 14. oktober 2006 = Proceedings of the 9th International Multiconference Information Society IS 2006, 9th-14th October 2006, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2006. Str. 259-262. Informacijska družba. ISBN 961-6303-82-1, ISBN 978-961-6303-82-8. ISSN 1581-9973. [COBISS.SI-ID 20210215]

401. PEČKOV, Aleksandar, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Proper versus ad-hoc MDL principle for polynomial regresion. In: BOHANEC, Marko (ed.), et al. Zbornik 9. mednarodne multikonference Informacijska družba IS 2006, 9. do 14. oktober 2006 = Proceedings of the 9th International Multiconference Information Society IS 2006, 9th-14th October 2006, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2006. Str. 263-266. Informacijska družba. ISBN 961-6303-82-1, ISBN 978-961-6303-82-8. ISSN 1581-9973. [COBISS.SI-ID 20210471]

402. KOCEV, Dragi, DŽEROSKI, Sašo (author of introduction, etc.), STRUYF, Jan. Similarity constraints in beam-search induction of predictive clustering trees. In: BOHANEC, Marko (ed.), et al. Zbornik 9. mednarodne multikonference Informacijska družba IS 2006, 9. do 14. oktober 2006 = Proceedings of the 9th International Multiconference Information Society IS 2006, 9th-14th October 2006, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2006. Str. 267-270. Informacijska družba. ISBN 961-6303-82-1, ISBN 978-961-6303-82-8. ISSN 1581-9973. [COBISS.SI-ID 20210727]

403. KOCEV, Dragi, DŽEROSKI, Sašo, STRUYF, Jan, LOSKOVSKA, Suzana. (Inductive) querying environment for predictive clustering trees. In: KON-POPOVSKA, Margita (ed.), ZDRAVKOVA, Katerina (ed.). BCI2005 : proceedings of the 2nd Balkan Conference in Informatics, 17-19 November, 2005, Ohrid. Skopje: Faculty of Natural Sciences and Mathematics, 2005. Str. 193-199. ISBN 9989-668-49-3. [COBISS.SI-ID 19612711]

404. PEČKOV, Aleksandar, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, LJUBIČ, Peter. Improving the heuristic solver for polymonial equations - CIPER. In: KON-POPOVSKA, Margita (ed.), ZDRAVKOVA, Katerina (ed.). BCI2005 : proceedings of the 2nd Balkan Conference in Informatics, 17-19 November, 2005, Ohrid. Skopje: Faculty of Natural Sciences and Mathematics, 2005. Str. 397-404. ISBN 9989-668-49-3. [COBISS.SI-ID 19612455]

405. STRUYF, Jan, VENS, Celine, CROONENBORGHS, Tom, DŽEROSKI, Sašo, BLOCKŒL, Hendrik. Applying predictive clustering trees to the inductive logic programming 2005 challenge data. In: KRAMER, Stefan (ed.), PFAHRINGER, Bernhard (ed.). Inductive logic programminge : 15th international conference, ILP 2005, July 05. München: Institut für Informatik, 2005. Str. 111-116. TUM, I0510. [COBISS.SI-ID 19641895]

406. LAVRAČ, Nada, ŽELEZNÝ, Filip, DŽEROSKI, Sašo. Local patterns : theory and practice of constraint-based relational subgroup discovery. In: MORIK, Katharina (ed.), BOULICAUT, Jean-François (ed.), SIEBES, Arno (ed.). Local pattern detection : international seminar : Dagstuhl Castle, Germany, April 12-16, 2004 : revised selected papers. Berlin; Heidelberg; New York: Springer, cop. 2005. Str. 71-88. Lecture notes in computer science, Lecture notes in artificial intelligence, 3539, State-of-the-art survey. ISBN 3-540-26543-0, ISBN 978-3-540-26543-6. ISSN 0302-9743. [COBISS.SI-ID 19178535]

407. DEBELJAK, Marko, DEMŠAR, Damjan, DŽEROSKI, Sašo, SCHIEMANN, Joachim, WILHELM, Ralf, MEIER-BETHKE, Sara. Modelling outcrossig of transgenes in maize between neighboring maize fields. In: HŘEBIČEK, Jiří (ed.), RÁČEK, Jaroslav (ed.). Networking environmental information : EnviroInfo Brno 2005 : proceedings of the 19th International Conference Informatics for Environmental Protection, September 7-9,2005, Brno, Czech Republic. Brno: Masaryk University, 2005. Str. 610-614. ISBN 80-210-3780-6. [COBISS.SI-ID 19280423]

408. BOHANEC, Marko, MESSÉAN, Antoine, SCATASTA, Sara, DŽEROSKI, Sašo, ŽNIDARŠIČ, Martin. A qualitative multi-attibute model for economic and ecological evaluation of genetically modified crops. In: HŘEBIČEK, Jiří (ed.), RÁČEK, Jaroslav (ed.). Networking environmental information : EnviroInfo Brno 2005 : proceedings of the 19th International Conference Informatics for Environmental Protection, September 7-9,2005, Brno, Czech Republic. Brno: Masaryk University, 2005. Zv. 2, str. 661-668. ISBN 80-210-3780-6. [COBISS.SI-ID 19264295]

409. DEBELJAK, Marko, CORTET, Jérôme, DEMŠAR, Damjan, DŽEROSKI, Sašo. Using data mining to assess the effects of Bt maize on soil microarthropods. In: HŘEBIČEK, Jiří (ed.), RÁČEK, Jaroslav (ed.). Networking environmental information : EnviroInfo Brno 2005 : proceedings of the 19th International Conference Informatics for Environmental Protection, September 7-9,2005, Brno, Czech Republic. Brno: Masaryk University, 2005. Str. 615-620. ISBN 80-210-3780-6. [COBISS.SI-ID 19280679]

410. SCATASTA, Sara, WESSELER, Justus, DEMONT, Matty, BOHANEC, Marko, DŽEROSKI, Sašo, ŽNIDARŠIČ, Martin. Multi-attribute modelling of economic and ecological impacts of agricultural innovations on cropping systems. In: Proceedings 2005. WMSCI 2005, The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, July 10-13,2005, Orlando, Florida, USA. Orlando: International Institute of Informatics and Systemics, 2005. Zv. 10, str. 447-452. ISBN 980-6560-52-3, ISBN 980-6560-62-0. [COBISS.SI-ID 19298087]

411. DRIESSENS, Kurt, DŽEROSKI, Sašo. Combining model-based and instance-based learning for first order regression. In: RAEDT, Luc de (ed.), WROBEL, Stefan (ed.). Proceedings [of the] Twenty-Second International Conference on Machine Learning : [Bonn, Germany, 7-11 August, 2005]. [S.l.]: ACM, cop. 2005. Str. 193-200. ISBN 1-59593-180-5. [COBISS.SI-ID 19424039]

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413. ŽENKO, Bernard, DŽEROSKI, Sašo, STRUYF, Jan. Learning predictive clustering rules. In: BONCHI, Francesco (ed.), BOULICAUT, Jean-François (ed.). Proceedings of the workshop W5. The 4th International Workshop on Knowledge Discovery in Inductive Database,(KDID 2005) [in conjunction with]ECML/PKDD 2005, 16th European Conference on Machine Learning and the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, [Porto, Portugal, 3 to 7 October 2005]. [S.l.: s.n.], 2005. 12 str. [COBISS.SI-ID 19497511]

414. ATANASOVA, Nataša, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, KOMPARE, Boris. Discovering a model of phytoplankton change in lake Glumsø from data and expert knowledge. In: KOMAROV, Alexander S. (ed.). Proceedings. The Fifth European Conference on Ecological Modelling ECEM 2005, Pushchino, Russia, September 19-23. Pushchino: Institute of Physicochemical and Biological Problems in Soil Science, cop. 2005. Str. 21-22. ISBN 5-7844-0120-3. [COBISS.SI-ID 19320871]

415. DŽEROSKI, Sašo, COLBACH, N., MESSÉAN, Antoine. Analysing the effect of field character on gene flow between oilseed rape varieties and volunteers with regression trees. In: MESSÉAN, Antoine (ed.). Proceedings. Second International Conference on Co-existence between GM and non-GM based agricultural supply chains, 14-15 November 2005, Montpellier (France). Montpellier: Agropolis Productions, 2005. Str. 207-211. ISBN 87-984996-5-3. [COBISS.SI-ID 19615271]

416. STRUYF, Jan, DŽEROSKI, Sašo, BLOCKEEL, Hendrik, CLARE, Amanda. Hierarchical multi-classification with predictive clustering trees in functional genomics. In: Progress in artificial intelligence : proceedings. Berlin: Springer, 2005. Str. 272-283. Lecture notes in computer science, 3808, Lecture notes in artifical intelligence, 3808. ISBN 3-540-30737-0. ISSN 0302-9743. [COBISS.SI-ID 19691303]

417. VOJNOVSKI, Viktor, DŽEROSKI, Sašo, ERJAVEC, Tomaž. Learning PoS tagging from a tagged Macedonian text corpus. In: MARKIČ, Olga (ed.), et al. Zbornik 8. mednarodne multikonference Informacijska družba IS 2005, 11. do 17. oktober 2005 = Proceedings of the 8th International Multiconference Information Society IS 2005, 11-17th October 2005, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2005. Str. 199-202. Informacijska družba. ISBN 961-6303-71-6. ISSN 1581-9973. [COBISS.SI-ID 19411495]

418. TRAJANOV, Aneta, ZDRAVKOVA, Katerina, DŽEROSKI, Sašo, ERJAVEC, Tomaž. Learning rules for morphological analysis and synthesis of Macedonian nouns. In: MARKIČ, Olga (ed.), et al. Zbornik 8. mednarodne multikonference Informacijska družba IS 2005, 11. do 17. oktober 2005 = Proceedings of the 8th International Multiconference Information Society IS 2005, 11-17th October 2005, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2005. Str. 195-198. Informacijska družba. ISBN 961-6303-71-6. ISSN 1581-9973. [COBISS.SI-ID 19410983]

419. SLAVKOV, Ivica, DŽEROSKI, Sašo, STRUYF, Jan, LOSKOVSKA, Suzana. Constrained clustering of gene expression profiles. In: MARKIČ, Olga (ed.), et al. Zbornik 8. mednarodne multikonference Informacijska družba IS 2005, 11. do 17. oktober 2005 = Proceedings of the 8th International Multiconference Information Society IS 2005, 11-17th October 2005, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2005. Str. 212-215. Informacijska družba. ISBN 961-6303-71-6. ISSN 1581-9973. [COBISS.SI-ID 19417127]

420. ATANASOVA, Nataša, MIELEITNER, Johanna, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, KOMPARE, Boris. Development of a lake model using data and expert knowledge - case study : Greifensee. In: MARKIČ, Olga (ed.), et al. Zbornik 8. mednarodne multikonference Informacijska družba IS 2005, 11. do 17. oktober 2005 = Proceedings of the 8th International Multiconference Information Society IS 2005, 11-17th October 2005, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2005. Str. 216-219, ilustr. Informacijska družba. ISBN 961-6303-71-6. ISSN 1581-9973. [COBISS.SI-ID 2913121]

421. PANOV, Panče, DŽEROSKI, Sašo, BLOCKEEL, Hendrik, LOSKOVSKA, Suzana. Predictive data mining using itemset frequencies. In: MARKIČ, Olga (ed.), et al. Zbornik 8. mednarodne multikonference Informacijska družba IS 2005, 11. do 17. oktober 2005 = Proceedings of the 8th International Multiconference Information Society IS 2005, 11-17th October 2005, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2005. Str. 224-227. Informacijska družba. ISBN 961-6303-71-6. ISSN 1581-9973. [COBISS.SI-ID 19418919]

422. STRUYF, Jan, VENS, Celine, DŽEROSKI, Sašo, BLOCKEEL, Hendrik. Napovedovanje funkcij genov z induktivnim logičnim programiranjem in drevesi za napovedano razvrščanje. In: ANDERLUH, Gregor (ed.), ZUPAN, Blaž (ed.), STARE, Janez (ed.). Zbornik. Prvo srečanje slovenskih bioinformatikov, Ljubljana, 2. december 2005. 1. izd. Ljubljana: Fakulteta za računalništvo in informatiko, 2005. Str. 27-30. ISBN 961-6209-54-X. [COBISS.SI-ID 19485479]

423. SLAVKOV, Ivica, DŽEROSKI, Sašo, PETERLIN, Borut, LOVREČIĆ, Luca. Analysis of Huntington's disease gene expression profiles using constrained clustering. In: ANDERLUH, Gregor (ed.), ZUPAN, Blaž (ed.), STARE, Janez (ed.). Zbornik. Prvo srečanje slovenskih bioinformatikov, Ljubljana, 2. december 2005. 1. izd. Ljubljana: Fakulteta za računalništvo in informatiko, 2005. Str. 62-63. ISBN 961-6209-54-X. [COBISS.SI-ID 19486503]

424. ŽENKO, Bernard, DŽEROSKI, Sašo, KOBAL, Alfred Bogomir, KOBAL GRUM, Darja, ARNERIĆ, Niko, OSREDKAR, Joško, HORVAT, Milena. Relating personality traits and mercury exposure in miners with machine learning methods. In: 7th Workshop on Mining Scientific and Engineering Datasets (MSD04) : April 24, 2004, held in conjunction with 4th SIAM International Conference on Data Mining, the Hilton at the Walt Disney World Resort, Lake Buena Vista, Fl. [S.l.: s.n.], 2004. Str. 71-70. [COBISS.SI-ID 18200359]

425. DŽEROSKI, Sašo, LJUBIČ, Peter, TODOROVSKI, Ljupčo. Towards inductive databases for modeling quantitative structure-activity relationships. In: 7th Workshop on Mining Scientific and Engineering Datasets (MSD04) : April 24, 2004, held in conjunction with 4th SIAM International Conference on Data Mining, the Hilton at the Walt Disney World Resort, Lake Buena Vista, Fl. [S.l.: s.n.], 2004. Str. 53-59. [COBISS.SI-ID 18200103]

426. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, LJUBIČ, Peter. Inductive databases of polynomial equations. In: KAMBAYASHI, Yahiko (ed.), MOHANIA, Mukesh (ed.), WÖSS, Wolfram (ed.). Data warehousing and knowledge discovery : 6th International Conference, DaWaK 2004, Zaragoza, Spain, September 2004 : proceedings. Springer: Berlin; Heidelberg; New York, 2004. Str. 1579-168. Lecture notes in computer science, vol. 3181. ISBN 3-540-22937-X. ISSN 0302-9743. [COBISS.SI-ID 18490663]

427. VENS, Celine, VAN ASSCHE, Anneleen, BLOCKEEL, Hendrik, DŽEROSKI, Sašo. First order random forests with complex aggregates. In: CAMACHO, Rui (ed.), KING, Ross (ed.), SRINIVASAN, Ashwin (ed.). Inductive logic programming : 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004 : proceedings. Berlin; Heidelberg; New York: Springer, 2004. Str. 323-340. Lecture notes in computer science, Lecture notes in artificial intelligence, 3194. ISBN 3-540-22941-8. ISSN 0302-9743. [COBISS.SI-ID 18572839]

428. KOBAL GRUM, Darja, ARNERIĆ, Niko, KOBAL, Alfred Bogomir, HORVAT, Milena, ŽENKO, Bernard, DŽEROSKI, Sašo, OSREDKAR, Joško. Can occupational exposure to elementary mercury increased the risk of suicide?. In: HORVAT, Milena (ed.), et al. Mercury as a global pollutant : [presented at 7th International Conference on Mercury as a Global Pollutant, 27 June - 2 July, 2004, Ljubljana, Slovenia]. Ljubljana: Naravoslovnotehniška fakulteta: Inštitut za rudarstvo, geotehnologijo in okolje. Zv. 1, str. 452-457. RMZ - Materials and geoenvironment, Vol. 51, no. 1-3, 2004, Letn. 51, št. 1-3, 2004. ISSN 1408-7073. [COBISS.SI-ID 18338599]

429. KOBAL, Alfred Bogomir, SEŠEK-BRIŠKI, Alenka, KRSNIK, Mladen, HORVAT, Milena, DIZDAREVIČ, Tatjana, ŽENKO, Bernard, DŽEROSKI, Sašo, ARNERIĆ, Niko, OSREDKAR, Joško. Potential kidney effects in ex-mines of the Idrija mercury mine exposed to elemental mercury and silica dust. In: HORVAT, Milena (ed.), et al. Mercury as a global pollutant : [presented at 7th International Conference on Mercury as a Global Pollutant, 27 June - 2 July, 2004, Ljubljana, Slovenia]. Ljubljana: Naravoslovnotehniška fakulteta: Inštitut za rudarstvo, geotehnologijo in okolje. Zv. 1, str. 447-451. RMZ - Materials and geoenvironment, Vol. 51, no. 1-3, 2004, Letn. 51, št. 1-3, 2004. ISSN 1408-7073. [COBISS.SI-ID 18338343]

430. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Knowledge-based framework for modeling dynamic environmental systems. In: DŽEROSKI, Sašo (ed.), DEBELJAK, Marko (ed.), ŽENKO, Bernard (ed.). Proceedings. The Fourth European Conference on Ecological Modelling - ECEM 2004, Bled, Slovenia, September 27 - October 1, 2004. Ljubljana: Jožef Stefan Institute, 2004. Str. 121-122. ISBN 961-6303-60-0. [COBISS.SI-ID 18533415]

431. JURC, Maja, PERKO, Marko, DŽEROSKI, Sašo, DEMŠAR, Damjan, HRAŠOVEC, Boris. Modeling two spruce bark beetle populations (Scolytidae: Ips typographus, Pityogenes chalcographus) in Southwestern Slovenia : a tool in the management of economically important species. In: DŽEROSKI, Sašo (ed.), DEBELJAK, Marko (ed.), ŽENKO, Bernard (ed.). Proceedings. The Fourth European Conference on Ecological Modelling - ECEM 2004, Bled, Slovenia, September 27 - October 1, 2004. Ljubljana: Jožef Stefan Institute, 2004. Str. 69-70. ISBN 961-6303-60-0. [COBISS.SI-ID 18533159]

432. POPIT, Andreja, TODOROVSKI, Ljupčo, ZMAZEK, Boris, VAUPOTIČ, Janja, DŽEROSKI, Sašo, KOBAL, Ivan. Analysis of radon concentration in Slovenian thermal waters for earthquake prediction. In: DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.), DEBELJAK, Marko (ed.). Proceedings. The Fourth International Workshop on Environmental Applications of Machine Learning (EAML 2004), Bled, Slovenia, September 27-October 1, 2004. Ljubljana: Jožef Stefan Institute, 2004. Str. 53-54. ISBN 961-6303-59-7. [COBISS.SI-ID 18534439]

433. DEMŠAR, Damjan, DŽEROSKI, Sašo, KROGH, Paul Henning, LARSEN, Thomas. Using multiobjective classification to model communities of soil microarthropods. In: DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.), DEBELJAK, Marko (ed.). Proceedings. The Fourth International Workshop on Environmental Applications of Machine Learning (EAML 2004), Bled, Slovenia, September 27-October 1, 2004. Ljubljana: Jožef Stefan Institute, 2004. Str. 21-22. ISBN 961-6303-59-7. [COBISS.SI-ID 18533927]

434. KOBAL, Alfred Bogomir, ŽENKO, Bernard, KOBAL GRUM, Darja, KRSNIK, Mladen, DŽEROSKI, Sašo, HORVAT, Milena, OSREDKAR, Joško. Analysis of excretion of pineal gland hormone melatonin in ex-mercury miners with learning methods. In: STARE, Janez (ed.), VIDMAR, Gaj (ed.), KOREN, Gašper (ed.). Program and abstracts. International Conference Applied Statistics, Ljubljana, Slovenia, September 19-22, 2004. Ljubljana: Statistical Society of Slovenia, 2004. Str. 32-36. ISBN 961-90314-3-1, ISBN 978-961-90314-3-8. [COBISS.SI-ID 18500135]

435. DEMŠAR, Damjan, DŽEROSKI, Sašo, KROGH, Paul Henning, LARSEN, Thomas. Discovery the most important factors for communities of osil microarthropods using machine learning. In: STARE, Janez (ed.), VIDMAR, Gaj (ed.), KOREN, Gašper (ed.). Program and abstracts. International Conference Applied Statistics, Ljubljana, Slovenia, September 19-22, 2004. Ljubljana: Statistical Society of Slovenia, 2004. Str. 17-20. ISBN 961-90314-3-1, ISBN 978-961-90314-3-8. [COBISS.SI-ID 18499623]

436. DEMŠAR, Damjan, DŽEROSKI, Sašo, KROGH, Paul Henning, LARSEN, Thomas. Discovering the most important factors for communities of soil microarthropods using machine learning. In: Sh@ring : proceedings of the 18th International Conference Informatics for Environmental Protection, October 21-23, 2004, CERN, Geneva (Switzerland) : EnviroInfo Geneva 2004. Genève: Editions du Tricorne, 2004. Zv. 1, str. 194-204. [COBISS.SI-ID 18582567]

437. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Integrating knowledge-driven and data-driven approaches to modeling. In: Sh@ring : proceedings of the 18th International Conference Informatics for Environmental Protection, October 21-23, 2004, CERN, Geneva (Switzerland) : EnviroInfo Geneva 2004. Genève: Editions du Tricorne, 2004. Zv. 1, str. 215-226. [COBISS.SI-ID 18582823]

438. ŽENKO, Bernard, DŽEROSKI, Sašo, KOBAL, Alfred Bogomir, KOBAL GRUM, Darja, ARNERIĆ, Niko, OSREDKAR, Joško, HORVAT, Milena. Relating personality traits and mercury exposure in miners with machine learning methods. In: Sh@ring : proceedings of the 18th International Conference Informatics for Environmental Protection, October 21-23, 2004, CERN, Geneva (Switzerland) : EnviroInfo Geneva 2004. Genève: Editions du Tricorne, 2004. Pt. 1: str. 400-412. [COBISS.SI-ID 18583079]

439. BOHANEC, Marko, SCATASTA, Sara, DŽEROSKI, Sašo, ŽNIDARŠIČ, Martin. Multi-attribute modeling of economic impacts of cropping systems. In: TRČEK, Denis (ed.), et al. Zbornik C 7. mednarodne multi-konference Informacijska družba IS 2004, 9. do 15. oktober 2004 = Proceedings C of the 7th International Multi-Conference Information Society IS 2004, 9-15th October 2004, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2004. Str. 91-94. Informacijska družba. ISBN 961-6303-66-X. ISSN 1581-9973. [COBISS.SI-ID 18551079]

440. BOHANEC, Marko, DŽEROSKI, Sašo, ŽNIDARŠIČ, Martin, MESSÉAN, Antoine. Multi-attribute modeling of economic and ecological impacts of cropping systems : weed and pest control models. In: ZAJC, Baldomir (ed.). Zbornik trinajste mednarodne elektrotehniške in računalniške konference ERK 2004, 27. - 29. september 2004, Portorož, Slovenija. Ljubljana: IEEE Region 8, Slovenska sekcija IEEE, 2004. Zv. b, str. 157-160. Zbornik ... Elektrotehniške in računalniške konference (Tiskana izd.). ISSN 1581-4572. [COBISS.SI-ID 18501415]

441. DEMŠAR, Damjan, DŽEROSKI, Sašo, KROGH, Paul Henning, LARSEN, Thomas. Using multiobjective classification to model communities of soil microarthropods. In: ZAJC, Baldomir (ed.). Zbornik trinajste mednarodne elektrotehniške in računalniške konference ERK 2004, 27. - 29. september 2004, Portorož, Slovenija. Ljubljana: IEEE Region 8, Slovenska sekcija IEEE, 2004. Zv. a, str. 291-294. Zbornik ... Elektrotehniške in računalniške konference (Tiskana izd.). ISSN 1581-4572. [COBISS.SI-ID 18619431]

442. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Using domain specific knowledge for automated modeling. In: BERTHOLD, Michael (ed.). Advances in intelligent data analysis V : 5th International Conference on Intelligent Data Analysis, IDA 2003, Berlin, Germany, August 28-30, 2003 : proceedings. Berlin [etc.]: Springer, cop. 2003. Str. 48-59. Lecture notes in computer science, vol. 2810. ISBN 3-540-4081-34. ISSN 0302-9743. [COBISS.SI-ID 17711655]

443. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, ZMAZEK, Boris, VAUPOTIČ, Janja, KOBAL, Ivan. Modelling soil radon concentration for eartquake prediction. In: GRUESER, Gunter (ed.), TANAKA, Yuzuru (ed.), YAMAMOTO, Akihiro (ed.). Discovery science : 6th international conference, DS 2003, Sapporo, Japan, October 2003 : proceedings. Berlin [etc.]: Springer, 2003. Str. 87-99. Lecture notes in computer science, Lecture notes in artificial intelligence, 2843. ISBN 3-540-20293-5. ISSN 0302-9743. [COBISS.SI-ID 17844775]

444. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, LJUBIČ, Peter. Using constraints in discovery dynamics. In: GRUESER, Gunter (ed.), TANAKA, Yuzuru (ed.), YAMAMOTO, Akihiro (ed.). Discovery science : 6th international conference, DS 2003, Sapporo, Japan, October 2003 : proceedings. Berlin [etc.]: Springer, 2003. Str. 297-305. Lecture notes in computer science, Lecture notes in artificial intelligence, 2843. ISBN 3-540-20293-5. ISSN 0302-9743. [COBISS.SI-ID 17842983]

445. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, LJUBIČ, Peter. Discovery of polynomial equations for regression. In: BOHANEC, Marko (ed.), et al. Inteligentni in računalniški sistemi ; Kompleksni sistemi v e-poslovanju = Intelligent and computer systems = Complex systems in e-business : zbornik A 6. mednarodne multi-konference Informacijska družba IS 2003, 13. do 17. oktober 2003 = proceedings A of the 6th International Multi-Conference Information Society IS 2003, 13-17th October, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2003. Str. 151-154. ISBN 961-6303-51-1. [COBISS.SI-ID 17841703]

446. ŽENKO, Bernard, DŽEROSKI, Sašo, KOBAL, Alfred Bogomir, KOBAL GRUM, Darja, ARNERIĆ, Niko, OSREDKAR, Joško, HORVAT, Milena. Relating personality traits and mercury exposure in miners with machine learning methods : a preliminary study. In: BOHANEC, Marko (ed.), et al. Inteligentni in računalniški sistemi ; Kompleksni sistemi v e-poslovanju = Intelligent and computer systems = Complex systems in e-business : zbornik A 6. mednarodne multi-konference Informacijska družba IS 2003, 13. do 17. oktober 2003 = proceedings A of the 6th International Multi-Conference Information Society IS 2003, 13-17th October, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2003. Str. 163-166. ISBN 961-6303-51-1. [COBISS.SI-ID 17841191]

447. ERJAVEC, Tomaž, DŽEROSKI, Sašo. Lemmatising unknown words in highly inflective languages. In: CUNNINGHAM, Michael (ed.). Proceedings : IESL 2003, international workshop Information Extraction for Slavonic and other Central and Eastern European Languages, Borovets, Bulgaria, Septemer 8-9, 2003. Sofija: Context, 2003. Str. 70-76. ISBN 954-8361-06-X. [COBISS.SI-ID 17753895]

448. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, LJUBIČ, Peter. Inductive databases of polynomial equations. In: BOULICAUT, Jean-François (ed.), DŽEROSKI, Sašo (ed.). Proceedings of the 2nd International Workshop on Knowledge Discovery in Inductive Databases (KDID-2003) : the 14th European Conference on Machine Learning and the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-2003) : Cavtat/Dubrovnik, Croatia, 22 September 2003. Zagreb: Institut Ruđer Bošković, 2003. Str. 28-43. ISBN 953-6690-34-9. [COBISS.SI-ID 17844263]

449. ŽELEZNÝ, Filip, LAVRAČ, Nada, DŽEROSKI, Sašo. Contraint-based relational subgroup discovery. In: DŽEROSKI, Sašo (ed.), RAEDT, Luc de (ed.), WROBEL, Stefan (ed.). Proceedings of the 2nd International Workshop on Multi-Relational Data Mining (MRDM-2003). [S.l.: s.n.], 2003. Str. 135-150. [COBISS.SI-ID 17661991]

450. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, ZMAZEK, Boris, VAUPOTIČ, Janja, KOBAL, Ivan. Modelling soil radon concentration for eartquake prediction. In: Workshop on Mining Scientific and Engineering Databasets : May 3, 2003, held in conjunction with SIAM International Coference on Data Mining, Cathedral Hill Hotel, San Francisco, California. [S.l.: s.n.], 2003. Str. 19-28. [COBISS.SI-ID 17680167]

451. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Revision of equation-based models. In: Workshop on Mining Scientific and Engineering Databasets : May 3, 2003, held in conjunction with SIAM International Coference on Data Mining, Cathedral Hill Hotel, San Francisco, California. [S.l.: s.n.], 2003. Str. 79-88. [COBISS.SI-ID 17715751]

452. DEMŠAR, Damjan, DŽEROSKI, Sašo, LARSEN, Thomas, KROGH, Paul Henning. Identifying the most important agricultural factors for the soil community of microathropods. In: ZAJC, Baldomir (ed.). Zbornik dvanajste mednarodne Elektrotehniške in računalniške konference ERK 2003, 25. - 26. september 2003, Ljubljana, Slovenija. Ljubljana: IEEE Region 8, Slovenska sekcija IEEE, 2003. Zv. b, str. 369-372. Zbornik ... Elektrotehniške in računalniške konference ERK ..., 1581-4572. [COBISS.SI-ID 17817895]

453. ŽENKO, Bernard, DŽEROSKI, Sašo. Kombiniranje klasifikatorjev s skladanjem. In: ZAJC, Baldomir (ed.). Zbornik dvanajste mednarodne Elektrotehniške in računalniške konference ERK 2003, 25. - 26. september 2003, Ljubljana, Slovenija. Ljubljana: IEEE Region 8, Slovenska sekcija IEEE, 2003. Zv. b, str. 467-470. Zbornik ... Elektrotehniške in računalniške konference ERK ..., 1581-4572. [COBISS.SI-ID 17841447]

454. TODOROVSKI, Ljupčo, CESTNIK, Bojan, KLINE, Miro, LAVRAČ, Nada, DŽEROSKI, Sašo. Qualitative clustering of short time-series : a case study of firms reputation data. In: BOHANEC, Marko (ed.), et al. ECML/PKDD-2002 Workshop [Proceedings] : IDDM-2002. Helsinki: Helsinki University, 2002. Str. 141-149. ISBN 952-10-0634-X. [COBISS.SI-ID 16925479]

455. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, BLOCKEE, Hendrik. Relational ranking with predictive clustering trees. In: ICDM '02, the 2002 IEEE International Conference on Data Mining : proceedings [of] International Workshop on Active Mining (AM-2002), Maebashi City, Japan, December 9, 2002. [S.l.]: IEEE Computer Society, 2002. Str. 9-15. [COBISS.SI-ID 17418791]

456. ŽABOKRTSKÝ, Zdeněk, SGALL, Petr, DŽEROSKI, Sašo. A machine learning approach to automatic functor assignment in the Prague Dependency Treebank. In: RODRÍGUEZ, Manuel González (ed.), SUAREZ ARAUJO, Carmen Paz (ed.). LREC 2002 : proceedings. Third international conference on language resources and evaluation, Las Palmas de Grand Canaria (Spain), 29th, 30th & 31st May 2002. Grand Canaria: European Language Resources Association, 2002. Zv. v, str. 1513-1520. [COBISS.SI-ID 17186087]

457. LANGLEY, Pat, SANCHEZ, Javier, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Inducing process models from continuous data. In: SAMMUT, Claude (ed.), HOFFMANN, Achim (ed.). Machine learning : proceedings of the Nineteenth International Conference (ICML 2002), University of New South Wales, Sydney, Australia, July 8-12, 2002. San Francisco: Morgan Kaufmann, 2002. Str. 347-354. The Morgan Kaufmann series in machine learning. ISBN 1-55860-873-7. ISSN 1049-1910. [COBISS.SI-ID 16957223]

458. DRIESSENS, Kurt, DŽEROSKI, Sašo. Integrating experimentation and guidance in relational reinforcement learning. In: SAMMUT, Claude (ed.), HOFFMANN, Achim (ed.). Machine learning : proceedings of the Nineteenth International Conference (ICML 2002), University of New South Wales, Sydney, Australia, July 8-12, 2002. San Francisco: Morgan Kaufmann, 2002. Str. 115-122. The Morgan Kaufmann series in machine learning. ISBN 1-55860-873-7. ISSN 1049-1910. [COBISS.SI-ID 16957735]

459. DŽEROSKI, Sašo, ŽENKO, Bernard. Is combining classifiers better than selecting the best one?. In: SAMMUT, Claude (ed.), HOFFMANN, Achim (ed.). Machine learning : proceedings of the Nineteenth International Conference (ICML 2002), University of New South Wales, Sydney, Australia, July 8-12, 2002. San Francisco: Morgan Kaufmann, 2002. Str. 123-129. The Morgan Kaufmann series in machine learning. ISBN 1-55860-873-7. ISSN 1049-1910. [COBISS.SI-ID 16957479]

460. DRIESSENS, Kurt, DŽEROSKI, Sašo. On using guidance in relational reinforcement learning. In: WIERING, Marco (ed.). Proceedings of the Twelfth Belgian-Dutch Conference on Machine Learning : 4 December, 2002,Utrecht University, The Netherlands. Utrecht: University of Utrecht, Faculty of Mathematics and Computer Science, 2002. Str. 31-38. [COBISS.SI-ID 17290023]

461. BLOCKEEL, Hendrik, BRUYNOOGHE, Maurice, DŽEROSKI, Sašo, RAMON, Jan, STRUYF, Jan. Hierarchical multi-classification. In: DŽEROSKI, Sašo (ed.), DE RAEDT, Luc (ed.), WROBEL, Stefan (ed.). Proceedings of the Workshop on Multi-Relational Data Mining, (MRDM-2002) : [workshop notes]. Eight ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2002), Edmonton, Canada, 23 July 2002. [S.l.]: ACM, 2002. Str. 21-35. [COBISS.SI-ID 17100327]

462. TODOROVSKI, Ljupčo, CESTNIK, Bojan, KLINE, Miro, LAVRAČ, Nada, DŽEROSKI, Sašo. Qualitative clustering of short time series : a case study of firms reputation data. In: BOHANEC, Marko (ed.), et al. Zbornik A 5. mednarodne multi-konference Informacijska družba IS'2002, 14. do 18. oktober 2002 = Proceedings A of the 5th International Multi-Conference Information Society IS'2002, 14-18th October, Ljubljana, Slovenia. Ljubljana: Institut "Jožef Stefan", 2002. Str. 143-146. ISBN 961-6303-41-4. [COBISS.SI-ID 17113639]

463. ŽENKO, Bernard, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. A comparison of stacking with meta desicion trees to bagging, boosting, and stacking with other methods. In: CERCONE, Nick (ed.), LIN, Tsau Y. (ed.), WU, Xindong (ed.). 2001 IEEE International Conference on Data Mining : proceedings : 29 November-2 December, 2001, San Jose, California. Los Alamitos: IEEE Computer Society, cop. 2001. Str. 669-670. ISBN 0-7695-1119-8, ISBN 0-7695-1120-1, ISBN 0-7695-1121-X. [COBISS.SI-ID 16408103]

464. DŽEROSKI, Sašo, LANGLEY, Pat. Computational discovery of communicable knowledge : symposium report. In: JANTKE, Klaus P. (ed.), SHINOHARA, Ayumi (ed.). Discovery science : 4th international conference, DS 2001, Washington, DC, USA, November 25-28, 2001 : proceedings. Berlin [etc.]: Springer, 2001. Str. 45-49. Lecture notes in computer science, Lecture notes in artificial intelligence, 2226. ISBN 3-540-42956-5. ISSN 0302-9743. [COBISS.SI-ID 16497959]

465. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Theory revision in equation discovery. In: JANTKE, Klaus P. (ed.), SHINOHARA, Ayumi (ed.). Discovery science : 4th international conference, DS 2001, Washington, DC, USA, November 25-28, 2001 : proceedings. Berlin [etc.]: Springer, 2001. Str. 390-400. Lecture notes in computer science, Lecture notes in artificial intelligence, 2226. ISBN 3-540-42956-5. ISSN 0302-9743. [COBISS.SI-ID 16489511]

466. ŽENKO, Bernard, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. A comparison of stacking with meta decision trees to other combining methods. In: BAVEC, Cene (ed.), et al. Informacijska družba IS '01 : zbornik A 4. mednarodne multi-konference, 22. do 26. oktober 2001, Ljubljana, Slovenija = Information society IS '2001 : proceedings A of the 4th International Multi-conference, 22-26th October 2001, Ljubljana, Slovenija. Ljubljana: Institut Jožef Stefan, 2001. Str. 144-147. ISBN 961-6303-34-1. [COBISS.SI-ID 16333863]

467. DŽEROSKI, Sašo, HRISTOVSKI, Dimitar, PETERLIN, Borut. Predicting the severity of the clinical phenotype of male infertility for patients with Y-chromosome deletions by using data mining. In: BAVEC, Cene (ed.), et al. Informacijska družba IS '01 : zbornik A 4. mednarodne multi-konference, 22. do 26. oktober 2001, Ljubljana, Slovenija = Information society IS '2001 : proceedings A of the 4th International Multi-conference, 22-26th October 2001, Ljubljana, Slovenija. Ljubljana: Institut Jožef Stefan, 2001. Str. 103-147. ISBN 961-6303-34-1. [COBISS.SI-ID 16324135]

468. ŽENKO, Bernard, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. A comparison of stacking with MDTs to bagging, boosting, and other stacking methods. In: GIRAUD-CARRIER, C. (ed.), et al. Integrating aspects of data mining,decision support and meta-learning : working notes. ECML/PKDD-2001, 12th European Conference on Machine Learning / 5th European Conference on Principles and Practice of Knowledge Discovery in Databases, Freiburg, September 4,2001. [S.l.: s.n.], 2001. Str. 163-174. [COBISS.SI-ID 16323623]

469. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Using domain knowledge on population dynamics modeling for equation discovery. In: RAEDT, Luc de (ed.), FLACH, Peter (ed.). Machine learning : ECML 2001 : proceedings. Berlin [etc.]: Springer, 2001. Str. 478-490. Lecture notes in artificial intelligence, 2167, Lecture notes in computer science. ISBN 3-540-42536-5. [COBISS.SI-ID 16133927]

470. HRISTOVSKI, Dimitar, STARE, Janez, PETERLIN, Borut, DŽEROSKI, Sašo. Supporting discovery in medicine by association rule mining in Medline and UMLS. In: PATEL, V. L. (ed.), ROGERS, R. (ed.), HAUX, R. (ed.). MEDINFO 2001 : proceedings of the 10th World congress on medical informatics, London, UK, 2-5 September, 2001. Amsterdam: IOS Press: Ohmsha, cop. 2001. [str. 1344-1348]. [COBISS.SI-ID 13952729]

471. DŽEROSKI, Sašo, GRBOVIĆ, Jasna. Relating biodiversity of river communities to physical and chemical water properties. In: HILTY, Lorenz M. (ed.), GILGEN, Paul W. (ed.). Suistainability in the information society. Metropolis: Marburg, 2001. Part 1, str. 367-372. Umwelt-informatik aktuell, band 30. ISBN 3-89518-370-9. [COBISS.SI-ID 16323111]

472. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Integrating knowledge-based and data-driven modeling of population dynamics. In: HILTY, Lorenz M. (ed.), GILGEN, Paul W. (ed.). Suistainability in the information society. Metropolis: Marburg, 2001. Part 2, str. 653-658. Umwelt-informatik aktuell, band 30. ISBN 3-89518-370-9. [COBISS.SI-ID 16323367]

473. KOBLER, Andrej, HOČEVAR, Milan, DŽEROSKI, Sašo. Forest border identification by rule-based classification of Landsat TM and GIS data. In: ICML-2000 Workshop on machine learning of spatial knowledge : July 2, 2000, Stanford University. [s. l.]: [s. n.], 2000. Str 62-69, ilustr. [COBISS.SI-ID 714662]

474. KOBLER, Andrej, HOČEVAR, Milan, DŽEROSKI, Sašo. Forest border identification by rule-based classification of landsat TM and GIS data : presented at International Cooperation and Technology Transfer Workshop, Ljubljana, Slovenia, February 2-5, 2000. In: KOSMATIN FRAS, Mojca (ed.), MUSSIO, Luigi (ed.), CROSILLA, Fabio (ed.). International Cooperation and Technology Transfer : Proceedings of the Workshop, Ljubljana, Slovenia - February 2-5, 2000. Institute of Geodesy, Cartography and Photogrammetry: Ljubljana, 2000. Str. 93-100, ilustr. International archives of photogrametry and remote sensing, Vol. 32, Part 6W8/1. ISSN 0256-1840. [COBISS.SI-ID 14796839]

475. DŽEROSKI, Sašo, ERJAVEC, Tomaž. Strojno učenje lematizacije neznanih slovenskih besed. In: ERJAVEC, Tomaž (ed.), ŽGANEC GROS, Jerneja (ed.). Jezikovne tehnologije : zbornik konference = Language technologies : proceedings of the conference, 17-18. oktober 2000, Ljubljana, Slovenija. Ljubljana: Institut Jožef Stefan, 2000. Str. 14-30. ISBN 961-6303-25-2. [COBISS.SI-ID 15532071]

476. KOBLER, Andrej, HOČEVAR, Milan, DŽEROSKI, Sašo. Mapping spontaneous afforestation 1981-1995 in Slovenia by remote sensing and GIS. In: Proceedings of 2nd ICGESA 2000. International conference on GIS for Earth science applications, 11-14 September, 2000, Menemen-Izmir, Turkey. [S.l.]: Organizing Committee for ICGESA, 2000. 8 str. [COBISS.SI-ID 718502]

477. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, SRINIVASAN, Ashwin, WHITELEY, Jonathan, GAVAGHAN, Jonathan. Discovering the structure of partial differential equations from example behaviour. In: LANGLEY, Pat (ed.). Proceedings of the Seventeenth International Conference on Machine Learning, (ICML-2000) : June 29-July 2, 2000, Stanford University. Morgan Kaufmann: San Francisco, cop. 2000. Str. 991-998. The Morgan Kaufmann series in machine learning. ISBN 1-55860-707-2. ISSN 1049-1910. [COBISS.SI-ID 15302695]

478. COMAS, Joaquim, DŽEROSKI, Sašo, SÀNCHEZ-MARÈ, Miquel. Applying machine learning methods to wastewater treatment plant data. In: Proceedings. 2nd ECAI Workshop on Binding Environmental Science and Artificial Intelligence (BESAI2000) [held] at the 14th European Conference on Artificial Intelligence (ECAI-2000), Berlin, Germany, August 2000. [S.l.: s.n.], 2000. Str. 10-1-1-11. [COBISS.SI-ID 15753255]

479. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Combining two aspects of meta-learning with heterogeneous meta decision trees. In: MICHALSKI, Ryszard (ed.), BRAZDIL, Pavel B. (ed.). Proceedings. MSL-2000, Fifth International Workshop on Multistrategy Learning, June 5-7, 2000, Guimarães, Portugal. Porto: Universidade do Porto, 2000. Str. 221-232. [COBISS.SI-ID 15303463]

480. DŽEROSKI, Sašo, ERJAVEC, Tomaž, ZAVREL, Jakub. Morphosyntactic tagging of Slovene : evaluating taggers and tagsets. In: Proceedings. Second International Conference on Language Resources and Evaluation, Athens, Greece, 31 May - 2 June 2000. editors Maria Gavrilidou ... [et al.]. Athens: National Technical University of Athens, 2000. Vol. ii, str. 1099-1104. [COBISS.SI-ID 15302183]

481. DŽEROSKI, Sašo, BLOCKEEL, Hendrik, KOMPARE, Boris, KRAMER, Stefan, PFAHRINGER, Bernhard, VAN LAER, Wim. Experiments in predicting biodegradability. In: DŽEROSKI, Sašo (ed.). Inductive logic programming : 9th International Workshop, ILP-99, Bled, Slovenia, June 1999 : proceedings. Berlin [etc.]: Springer, 1999. Str. 80-91. Lecture notes in computer science, 1634, Lecture notes in artificial inteligence. ISBN 3-540-66109-3. ISSN 0302-9743. [COBISS.SI-ID 14778919]

482. CUSSENS, James, DŽEROSKI, Sašo, ERJAVEC, Tomaž. Morphosyntactic tagging of Slovene Using progol. In: DŽEROSKI, Sašo (ed.). Inductive logic programming : 9th International Workshop, ILP-99, Bled, Slovenia, June 1999 : proceedings. Berlin [etc.]: Springer, 1999. Str. 68-79. Lecture notes in computer science, 1634, Lecture notes in artificial inteligence. ISBN 3-540-66109-3. ISSN 0302-9743. [COBISS.SI-ID 14215719]

483. KRIŽMAN, Viljem, GAMS, Matjaž, DŽEROSKI, Sašo. Discovering dynamics from data. In: BAVEC, Cene (ed.), GAMS, Matjaž (ed.). Informacijska družba IS'99 : zbornik mednarodne multi-konference, 12. do 14. oktobra 1999, Ljubljana, Slovenija = Information society IS'99 : proceedings of the international multi-conference, 12 - 14 October 1999. Mednarodna multi-konferenca Informacijska družba, Ljubljana, 1999. Ljubljana: Institut Jožef Štefan, 1999. Str. ps/119-123. ISBN 961-6303-18-X. [COBISS.SI-ID 14468135]

484. DIMEC, Jure, TODOROVSKI, Ljupčo, HRISTOVSKI, Dimitar, DŽEROSKI, Sašo. The personalised search engine for Slovenian and English medical documents. In: ŽUMER, Maja (ed.), GOOSSENS, Paula (ed.). Managing multimedia collections. 23rd Library Systems Seminar, Bled, 21 - 23 April 1999. Ljubljana: National and University Library, 1999. Str. 56-63. ISBN 961-6162-50-0. [COBISS.SI-ID 11242201]

485. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Experiments in meta-level learning with ILP. In: ŻITKOV, Jan M. (ed.), RAUCH, Jan (ed.). Principles of data mining and knowledge discovery : proceedings. third European Conference, PKDD'99, Prague, Czech Republic, September 15-18, 1999. Berlin [etc.]: Springer, 1999. Str. 98-106. Lecture notes in computer science, Lecture notes in artificial intelligence, 1704. ISBN 3-540-66490-4. ISSN 0302-9743. [COBISS.SI-ID 14402343]

486. BLOCKEEL, Hendrik, DŽEROSKI, Sašo, GRBOVIĆ, Jasna. Simultaneous prediction of multiple chemical parameters of river water quality with TILDE. In: ŻITKOV, Jan M. (ed.), RAUCH, Jan (ed.). Principles of data mining and knowledge discovery : proceedings. third European Conference, PKDD'99, Prague, Czech Republic, September 15-18, 1999. Berlin [etc.]: Springer, 1999. Str. 32-40. Lecture notes in computer science, Lecture notes in artificial intelligence, 1704. ISBN 3-540-66490-4. ISSN 0302-9743. [COBISS.SI-ID 14402087]

487. MANANDHAR, Suresh, DŽEROSKI, Sašo, ERJAVEC, Tomaž. Learning multilingual morphology with CLOG. In: PAGE, David (ed.). Inductive logic programming : 8th international conference, ILP-98, Madison, Wisconsin, USA, July 22-24, 1998 : proceedings. Berlin [etc.]: Springer, 1998. Str. 135-144. Lecture notes in computer science, Lecture notes in artificial inteligence, 1446. ISBN 3-540-64738-4. ISSN 0302-9743. [COBISS.SI-ID 13577255]

488. DŽEROSKI, Sašo, RAEDT, Luc de, BLOCKEEL, Hendrik. Relational reinforcement learning. In: PAGE, David (ed.). Inductive logic programming : 8th international conference, ILP-98, Madison, Wisconsin, USA, July 22-24, 1998 : proceedings. Berlin [etc.]: Springer, 1998. Str. 11-22. Lecture notes in computer science, Lecture notes in artificial inteligence, 1446. ISBN 3-540-64738-4. ISSN 0302-9743. [COBISS.SI-ID 13772839]

489. DIMEC, Jure, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, HRISTOVSKI, Dimitar. Iskalnik za slovenske in angleške dokumente na svetovnem spletu. In: ERJAVEC, Tomaž (ed.), ŽGANEC GROS, Jerneja (ed.). Jezikovne tehnologije za slovenski jezik : zbornik konference = Language technologies for the Slovene language : proceedings of the conference. International Multi-Conference Information Society - IS'98, 6 - 7 October 1998, [Ljubljana] = Multi-konferenca Informacijska družba - IS'98, Ljubljana, Slovenia, October 1998. Ljubljana: Institut Jožef Stefan, 1998. Str. 43-48. ISBN 961-6303-00-7. [COBISS.SI-ID 7581401]

490. DŽEROSKI, Sašo, JACOBS, Nico, MOLINA, Martin, MOURE, Carlos. ILP experiments in detecting traffic problems. In: NÉDELLEC, Claire (ed.), ROUVEIROL, Céline (ed.). Machine learning: ECML-98 : proceedings. 10th European Conference on Machine Learning, Chemnitz, Germany, April 21-23, 1998. Berlin [etc.]: Springer, 1998. Str. 61-66. Lecture notes in computer science, 1398, Lecture notes in artificial intelligence. ISBN 3-540-64417-2. ISSN 0302-9743. [COBISS.SI-ID 13166375]

491. LAER, Wim Van, RAEDT, Luc De, DŽEROSKI, Sašo. On multi-class problem and discretization in inductive logic programming. In: RAŚ, Zbigniew W. (ed.), SKOWRON, Andrzej (ed.). Foundations of intelligent systems : 10th international symposium, ISMIS'97, Charlotte, North Carolina, USA, October 15-18, 1997 : proceedings. International Symposium on Methodologies for Intelligent Systems. Berlin [etc.]: Springer, 1997. Str. 277-286. Lecture notes in computer science, 1325, Lecture notes in artificial intelligence. ISBN 3-540-63614-5. ISSN 0302-9743. [COBISS.SI-ID 12766759]

492. DIMOPOULOS, Yannis (artist), DŽEROSKI, Sašo, KAKAS, Antonis. Integrating explanatory and descriptive learning in ILP. In: MELLISH, Chris S. (ed.). IJCAI-97 : proceedings of the fiftheenth International joint conference on artificial intelligence, Nagiya, Japan August 23-29, 1997. Volume 2. [S.l.]: International joint conference on artificial intelligence, 1997. Str. 900-906. ISBN 1-55860-480-4. [COBISS.SI-ID 12765735]

493. DŽEROSKI, Sašo, ERJAVEC, Tomaž. Induction of Slovene nominal paradigms. In: LAVRAČ, Nada (ed.), DŽEROSKI, Sašo (ed.). Inductive logic programming : proceedings. 7th International Workshop, ILP-97, Prague, Czech Republic, September 1997. Berlin [etc.]: Springer, 1997. Str. 141-148. Lecture notes in computer science, Lecture notes in artificial inteligence, 1297. ISBN 3-540-63514-9. ISSN 0302-9743. [COBISS.SI-ID 12580135]

494. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Declarative bias in equation discovery. In: FISHER, Douglas H. (ed.). Machine Learning : proceedings of the Fourteenth International Conference (ICML'97), Nashville, Tennessee, July 8-12, 1997. San Francisco: Morgan Kaufmann. 1997, str. 376-384. ISBN 1-55860-486-3. [COBISS.SI-ID 12766503]

495. ZUPAN, Blaž, DŽEROSKI, Sašo. Acquiring and validating background knowledge for machine learning using function decomposition. In: KERAVNOU, Elpida (ed.). Proceedings : Artificial intelligence in medicine. 6th Conference on Artificial Intelligence in Medicine Europe, AIME'97, Grenoble, France, March 1997. Berlin [etc.]: Springer, 1997. Str. 86-97. Lecture notes in computer science, 1211, Lecture notes in artificial intelligence. ISBN 3-540-62709-X. ISSN 0302-9743. [COBISS.SI-ID 12521255]

496. DŽEROSKI, Sašo, POTAMIAS, Giorgos, MOUSTAKIS, Vassilis, CHARISSIS, Giorgos. Automated revision of expert rules for treating acute abdominal pain in children. In: KERAVNOU, Elpida (ed.). Proceedings : Artificial intelligence in medicine. 6th Conference on Artificial Intelligence in Medicine Europe, AIME'97, Grenoble, France, March 1997. Berlin [etc.]: Springer, 1997. Str. 98-109. Lecture notes in computer science, 1211, Lecture notes in artificial intelligence. ISBN 3-540-62709-X. ISSN 0302-9743. [COBISS.SI-ID 12765991]

497. KONTIĆ, Branko, DŽEROSKI, Sašo. Perspective of machine learning in epidemiological studies. In: CIZNAR, Ivan (ed.). Proceedings of the International Symposium on Environmental Epidemiology in Central and Eastern Europe: critical issues for improving health : September 24-27, 1997, Smolenice, Slovak Republic. [S.l.]: International Society for Environmental Epidemiology, 1997. Str. 27. [COBISS.SI-ID 13102887]

498. DŽEROSKI, Sašo, ERJAVEC, Tomaž. Learning Slovene declensions with FOIDL. [COBISS.SI-ID 12574759]

499. DŽEROSKI, Sašo, GRBOVIĆ, Jasna, WALLEY, William J., DEMŠAR, Damjan. A computer based reappraisal of bioindicator zone preferences and weights within the Saprobic Index using data from river quality surveys in Slovenia. [COBISS.SI-ID 3854375]

500. KOMPARE, Boris, DŽEROSKI, Sašo, KARALIČ, Aram. Identification of the Lake of Bled ecosystem with the artificial intelligence tolls M5 and FORS. [COBISS.SI-ID 3854631]

501. KOMPARE, Boris, DŽEROSKI, Sašo, KRIŽMAN, Viljem. Modelling the growth of algae in the Lagoon of Venice with the artificial intelligence tool GoldHorn. [COBISS.SI-ID 3854887]

502. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, KOMPARE, Boris. Automated modeling of phytoplankton growth using ecological domain knowledge. In: RAJAR, Rudolf (ed.), BREBBIA, C. A. (ed.). Water Pollution IV : Modelling, Measuring and Prediction. Fourth International Conference on Water Pollution, Bled, Slovenia, June 1997. Southampton; Boston: Computational Mechanics Publications, cop. 1997. Str. 533-542, ilustr. ISBN 1-85312-470-2. [COBISS.SI-ID 203873]

503. KOMPARE, Boris, STEINMAN, Franci, CERAR, Uroš, DŽEROSKI, Sašo. Napovedovanje padavinskega odtoka iz povodja s pomočjo analize podatkov z metodami strojnega učenja iz orodjarne umetne inteligence. In: MIKOŠ, Matjaž (ed.). Zbornik referatov 16. Goljevščkovega spominskega dne, 13. marec 1997 = Proceedings of the 16th Goljevšček Memorial Day. Ljubljana: Hidrotehnična smer FGG, 1997. Str. 79-94, ilustr. Acta hydrotechnica, letn. 15, št. 17. ISBN 961-6167-16-2. ISSN 0352-3551. [COBISS.SI-ID 204641]

504. DŽEROSKI, Sašo, DEMŠAR, Damjan, GRBOVIĆ, Jasna, WALLEY, William J. Learning to infer chemical parameters of river water quality from bioindicator data. In: ZAJC, Baldomir (ed.). Zbornik šeste Elektrotehniške in računalniške konference ERK '97, 25. - 27. september 1997, Portorož, Slovenija. Ljubljana: IEEE Region 8, Slovenska sekcija IEEE, 1997. Str. 129-132. ISBN 961-6062-11-5, ISBN 961-6062-12-3. [COBISS.SI-ID 12765223]

505. WALLEY, W. J., DŽEROSKI, Sašo. Biological monitoring : a comparison between Bayesian, neural and machine learning methods of water quality classification. In: DENZER, Ralf (ed.), SCHIMAK, Gerald (ed.), RUSSELL, David (ed.). Environmental Software Systems : [proceedings of the International Symposium on Environmental Software Systems, 1995, held at Penn State Great Valley, Malvern, Usa]. London [etc.]: Chapman & Hall, 1996. Str. 229-240. ISBN 0-412-73730-2. [COBISS.SI-ID 12767271]

506. DŽEROSKI, Sašo, SCHULZE-KREMER, S., HEIDTKE, K., SIEMS, K., WETTSCHERECK, D. Applying ILP to diterpene structure elucidation from 13C NMR spectra. In: MUGGLETON, Stephen (ed.). Inductive Logic Programming : proceedings. 6th International Workshop, ILP-96, Stockholm, Sweden, August 1996, Selected papers. Berlin... [etc.]: Springer, cop. 1997. Str. 41-54. Lecture notes in computer science, Lecture notes in artificial inteligence, 1314. ISBN 3-540-63494-0. ISSN 0302-9743. [COBISS.SI-ID 12259879]

507. LAVRAČ, Nada, GAMBERGER, Dragan, DŽEROSKI, Sašo. Noise elimination applied in early diagnosis of rheumatic diseases. In: LAVRAČ, Nada (ed.). Inteligent data analysis in medicine and pharmacology. 12th European Conference on Artificial Intelligence and 1st International Workshop on IDAMAP, Budapest, 11-16 August, 1996. Budapest: ECCAI, 1996. Str. 56-63. [COBISS.SI-ID 2729238]

508. GAMBERGER, Dragan, LAVRAČ, Nada, DŽEROSKI, Sašo. Noise elimination in inductive concept learning : a case study in medical diagnosis. In: ARIKAWA, Setsuo (ed.). Proceedings : algorithmic learning theory. 7th International Workshop, ALT '96, Sydney, Australia, October 1996. Berlin [etc.]: Springer, 1996. Str. 199-212. Lecture notes in computer science, 1160, Lecture notes in artificial intelligence. ISBN 3-540-61863-5. ISSN 0302-9743. [COBISS.SI-ID 2672662]

509. DŽEROSKI, Sašo. Learing first-order clausal theories in the presence of noise. In: AAMODT, A. (ed.), KOMOROWSKI, J. (ed.). Fifth Scandinavian conference on artificial intelligence, SCAI-95 : Trondheim, Norway, May 1995. Amsterdam [etc.]: IOS Press, 1995. Str. 51-60. Frontiers in artificial intelligence and applications. ISSN 0922-6389. [COBISS.SI-ID 11918119]

510. KRIŽMAN, Viljem, DŽEROSKI, Sašo. Discovering dynamics from measured data. In: LAVRAČ, Nada (ed.), WROBEL, Stefan (ed.). Machine learning: ECML-95 : proceedings. 8th European Conference on machine learning, Heraclion, Crete, Greece, April 25-27, 1995. Berlin [etc.]: Springer-Verlag, 1995. Str. 169-174. Lecture notes in computer science, Lecture notes in artificial intelligence, 912. ISBN 3-540-59286-5. [COBISS.SI-ID 13527079]

511. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, URBANČIČ, Tanja. Handling real numbers in ILP : a step towards better behavioural clones. In: LAVRAČ, Nada (ed.), WROBEL, Stefan (ed.). Machine learning: ECML-95 : proceedings. 8th European Conference on machine learning, Heraclion, Crete, Greece, April 25-27, 1995. Berlin [etc.]: Springer-Verlag, 1995. Str. 283-286. Lecture notes in computer science, Lecture notes in artificial intelligence, 912. ISBN 3-540-59286-5. [COBISS.SI-ID 11862567]

512. LAVRAČ, Nada, GAMBERGER, Dragan, DŽEROSKI, Sašo. An approach to dimensionality reduction in learning from deductive databases. In: DE RAEDT, Luc (ed.). Proceedings of the 5th international workshop on inductive logic programming, September 1995, Leuven. [s. l.]: [s. n.], 1995. Str. 337-354. [COBISS.SI-ID 2717206]

513. KOMPARE, Boris, DŽEROSKI, Sašo. Getting more out of data : automated modelling of algal growth with machine learning. In: Proceedings of the International symposium on coastal ocean space utilisation : COSU '95 : May 30 - June 2, 1995, Yokohama, Japan. S. l.: s. n., [1995]. Str. 209-220. [COBISS.SI-ID 13526823]

514. DŽEROSKI, Sašo, GRBOVIĆ, Jasna. Knowledge discovery in a water quality database. In: FAYYAD, Usama M. (ed.), UTHURUSAMY, Ramasamy (ed.). Proceedings. The First International Conference on Knowledge Discovery and Data Mining, [August 20-21, 1995, Montréal, Québec, Canada]. Menlo Park: AAAI Press, cop. 1995. Str. 81-86. ISBN 0-929280-82-2. [COBISS.SI-ID 13166887]

515. DŽEROSKI, Sašo, DEPHASE, L., RUCK, B. M., WALLEY, W. J. Classification of river water quality using machine learning. In: ZANNETTI, P. (ed.). Computer techniques in environmental studies V : [fifth International conference on the development and application of computer techniques to environmental studies] : [Environsoft/94]. vol. 1, pollution modelling. Southampton; Boston: Computational Mechanics Publications, [1994]. Str. 129-137. ISBN 1-85312-370-6, ISBN 1-56252-294-9, ISBN 1-85312-272-6, ISBN 1-56252-196-9. [COBISS.SI-ID 13718311]

516. KOMPARE, Boris, DŽEROSKI, Sašo. Two artificial intelligence methods for knowledge synthesis from environmental data. In: ZANNETTI, P. (ed.). Computer techniques in environmental studies V : [fifth International conference on the development and application of computer techniques to environmental studies] : [Environsoft/94]. vol. 2, environmental systems. Southampton; Boston: Computational Mechanics Publications, [1994]. Str. 265-272, ilustr. ISBN 1-85312-371-4, ISBN 1-56252-295-7, ISBN 1-85312-272-6, ISBN 1-56252-196-9. [COBISS.SI-ID 209249]

517. DŽEROSKI, Sašo, PETROVSKI, I. Discovering dynamics with genetic programming. In: BERGADANO, Francesco. Machine learning: ECML-94 : proceedings. Berlin [etc.]: Springer-Verlag, 1994. Str. 347-350. Lecture notes in computer science, Lecture notes in computer intelligence, 784. ISBN 3-540-57868-4, ISBN 0-387-57868-4. [COBISS.SI-ID 9218855]

518. DŽEROSKI, Sašo, GRBOVIĆ, Jasna, LIČAN-MILOŠEVIČ, Doris. Analiza podatkov o kakovosti voda z avtomatskim učenjem. In: SOLINA, Franc (ed.), ZAJC, Baldomir (ed.). Zbornik tretje Elektrotehniške in računalniške konference ERK '94, 26. - 28. september 1994, Portorož, Slovenija. Ljubljana: Slovenska sekcija IEEE, 1994. Str. 175-178. ISBN 961-6062-03-4, ISBN 961-6062-04-2. [COBISS.SI-ID 13730343]

519. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Handling real numbers in inductive logic programming. In: SOLINA, Franc (ed.), ZAJC, Baldomir (ed.). Zbornik tretje Elektrotehniške in računalniške konference ERK '94, 26. - 28. september 1994, Portorož, Slovenija. Ljubljana: Slovenska sekcija IEEE, 1994. Str. 143-146. ISBN 961-6062-03-4, ISBN 961-6062-04-2. [COBISS.SI-ID 13730855]

520. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Discovering dynamics. In: Machine learning : proceedings of the Tenth International Conference, University of Massachusetts, Amherst, June 27-29, 1993. San Mateo (Calif.): Morgan Kaufmann, cop. 1993. Str. 97-103. ISBN 1-55860-307-7. [COBISS.SI-ID 5896231]

521. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Discovering dynamics : form inductive logic programming to machine discovery. In: PIATETSKY-SHAPIRO, Gregory (ed.). Proceedings of AAAI-93 Workshop on Knowledge Discovery in Databases : Washington, D.C., July 11-12, 1993. Washington: American Association for Artificial Intelligence, 1993. Str. 125-137. [COBISS.SI-ID 5895207]

522. DE RAEDT, Luc, LAVRAČ, Nada, DŽEROSKI, Sašo. Multiple predicate learning. In: MUGGLETON, Stephen (ed.). Proceedings of the Third International Workshop on Inductive Logic Programming [being also] ILP'93 : April 1-3, 1993, Bled Slovenija. Ljubljana: J. Stefan Institute, 1993. Str. 221-240. [COBISS.SI-ID 2718230]

523. DE RAEDT, Luc, LAVRAČ, Nada, DŽEROSKI, Sašo. Multiple predicate learning. In: BAJCSY, Ruzena (ed.). Proceedings of the Thirteenth international joint conference on artificial intelligence, Chambéry, France, August 28 - September 3, 1993. San Mateo: Morgan Kaufmann Publishers, 1993. Str. 2/1037-1042. [IJCAI]. ISBN 1-55860-300-X. ISSN 1045-0823. [COBISS.SI-ID 2726934]

524. DŽEROSKI, Sašo. Handling imperfect data in inductive logic programming. In: SANDEWALL, Erik (ed.), JANSSON, Carl Gustaf (ed.). Scandinavian Conference on Artificial Intelligence-93 : proceedings of the Fourth Scandinavian Conference on Artificial Intelligence Electrum, Stockholm, Sweden, May 4-7, 1993. Amsterdam [etc.]: IOS Press, 1993. Str. 111-125. Frontiers in artificial intelligence and applications. ISBN 90-5199-134-7. ISSN 0922-6389. [COBISS.SI-ID 5896999]

525. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Modeliranje dinamičnih sistemov z avtomatskim odkrivanjem zakonitosti. In: SOLINA, Franc (ed.), ZAJC, Baldomir (ed.). Zbornik druge Elektrotehniške in računalniške konference ERK '93, 27. - 29. september 1993, Portorož, Slovenija. Ljubljana: Slovenska sekcija IEEE, 1993. Zv. b, str. 209-212, ilustr. ISBN 961-6062-00-X, ISBN 961-6062-01-8. [COBISS.SI-ID 71929344]

526. DŽEROSKI, Sašo, LIČAN, Doris. Modeliranje rasti alg v Beneški laguni z regresijskimi drevesi. In: SOLINA, Franc (ed.), ZAJC, Baldomir (ed.). Zbornik druge Elektrotehniške in računalniške konference ERK '93, 27. - 29. september 1993, Portorož, Slovenija. Ljubljana: Slovenska sekcija IEEE, 1993. Zv. b, str. 205-208, ilustr. ISBN 961-6062-00-X, ISBN 961-6062-01-8. [COBISS.SI-ID 71927552]

527. LAVRAČ, Nada, CESTNIK, Bojan, DŽEROSKI, Sašo. Use of heuristics in empirical inductive logic programming. In: Proceedings. International workshop on Inductive Logic Programming, (ILP92), June 6-7, 1992, Tokyo, Japan. [s. l.]: [s. n.], 1992. [COBISS.SI-ID 5494823]

528. LAVRAČ, Nada, CESTNIK, Bojan, DŽEROSKI, Sašo. Use of heuristics in empirical inductive logic programming. In: Proceedings. International workshop on Inductive Logic Programming, (ILP92), June 6-7, 1992, Tokyo, Japan. [s. l.]: [s. n.], 1992. [17] str. [COBISS.SI-ID 2723094]

529. LAVRAČ, Nada, DŽEROSKI, Sašo, GROBELNIK, Marko. Learning nonrecursive definitions of relations with LINUS. In: KODRATOFF, Yves. Machine learning - EWSL-91 : European working session on learning, Porto, Portugal, March 6-8, 1991 : proceedings. Berlin [etc.]: Springer-Verlag, 1991. Str. 265-281. Lecture notes in computer science, Lecture notes in artificial intelligence, 482. ISBN 3-540-53816-X, ISBN 0-387-53816-X. [COBISS.SI-ID 5493287]

530. DŽEROSKI, Sašo, LAVRAČ, Nada. Learning relations from noisy examples : an empirical comparison of LINUS and FOIL. In: BIRNBAUM, Lawrence A. (ed.), COLLINS, Gregg C. (ed.). Machine Learning : Proceedings of the Eighth International Conference, Evanston, Illinois, June, 1991. San Mateo: Morgan Kaufmann Publishers, 1991. Str. 399-402. ISBN 1-55860-200-3. [COBISS.SI-ID 2701078]

531. LAVRAČ, Nada, DŽEROSKI, Sašo, PIRNAT, Vladimir, KRIŽMAN, Viljem. Learning rules for early diagnosis of rheumatic diseases. In: Scandinavian conference on artificial intelligence - 91 : proceedings of the SCAI '91, Roskilde, Denmark, 21-24 May 1991. Amsterdam; Washington; Tokyo: IOS Press, 1991. Str. 138-149. Frontiers in artificial intelligence and applications. ISSN 0922-6389. [COBISS.SI-ID 2699798]

532. DŽEROSKI, Sašo, DOLŠAK, B. Primerjava algoritmov za avtomatsko učenje relacij na problemu načrtovanja mrež končnih elementov. In: Zbornik radova XXXV Jugoslovenske konferencije o elektronici, telekomunikacijama, automatizaciji i nuklearnoj tehnici, Ohrid, 3-7.06.1991. Sveska/Part IX = Proceedings of the XXXVth conference of electronics, telecommunications, automation and nuclear engineering, Ohrid, 3-7.06.1991. Sveska/Part IX. Beograd: Jugoslovenski savez za elektroniku, telekomunikacije, automatizaciju i nuklearnu tehniku, 1991. Str. 313-320. ISBN 86-80509-03-5. [COBISS.SI-ID 5493031]

533. MAKSIMOVIĆ, Daniela, KOBLER, Andrej, DŽEROSKI, Sašo. A qualitative decision support system for evaluating forest models. In: MEDVED, Mirko (ed.). Small scale forestry in a changing world : opportunities and challenges and the role of extension and technology transfer : proceedings of the conference. Ljubljana: Slovenian Forestry Institute: Slovenia Forest Service, 2010. Str. 717-725, ilustr. ISBN 978-961-6425-53-7. [COBISS.SI-ID 3013286]

534. SLAVKOV, Ivica, DŽEROSKI, Sašo, PETERLIN, Borut, LOVREČIĆ, Luca. Analysis of gene expression profiles for Huntington's disease patients with predictive clustering trees. In: Zdravje na informacijski poti : zbornik kongresa Slovenskega društva za medicinsko informatiko, Zreče, 9.-11. april 2006. Kongres Slovenskega društva za medicinsko informatiko, Zreče, 9.-11. april 2006. Ljubljana: Slovensko društvo za medicinsko informatiko, 2006. Str. 164-175. ISBN 961-90394-2-4. [COBISS.SI-ID 21007321]

535. ATANASOVA, Nataša, KOMPARE, Boris, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, REMEC-REKAR, Špela. Modelna knjižnica in avtomatska simulacija jezerskih ekosistemov. In: Zbornik referatov. 16. Mišičev vodarski dan 2005, Maribor, 9. december. Maribor: Vodnogospodarski biro, 2005. Str. 206-215, graf. prikazi. Mišičev vodarski dan, 16. ISSN 1318-2226. [COBISS.SI-ID 2960737]

536. HRISTOVSKI, Dimitar, STARE, Janez, PETERLIN, Borut, DŽEROSKI, Sašo. Sistem za podporo odkrivanju biomedicinskega znanja = Biomedical discovery support system. In: Seminar Informatika v zdravstvu, Cankarjev dom, 25. oktober 2001 : delovno gradivo. [Ljubljana: s. n.], 2001. [str. 1-5]. [COBISS.SI-ID 13940185]

537. DŽEROSKI, Sašo. Mining big and complex data. In: KOTEVSKI, Miroslav (ed.). ETAI 2018 : zbornik na apstrakti na trudovi = ETAI 2018 : proceedings of abstracts. Skopje: Fakultet za elektronika i informaciski tehnologii: = Faculty of Electrical Engineering and Information Technology, 2018. Str. 18. ETAI Megunarodna Konferencija (USB). ISBN 978-9989-630-89-7. ISSN 2545-4889. [COBISS.SI-ID 31719719]

538. DŽEROSKI, Sašo. Mining big data and complex data. In: CECI, Michelangelo (ed.). Foundations of Intelligent Systems : 24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29-31, 2018 : proceedings. Cham: Springer, 2018. Str. xiii. Lecture notes in artificial intelligence, LNAI 11177. ISBN 978-3-030-01850-4, ISBN 978-3-030-01851-1. ISSN 0302-9743. [COBISS.SI-ID 31941927]

539. DŽEROSKI, Sašo. Mining big and complex data. In: LONČARIĆ, Sven (ed.), ŠMUC, Tomislav (ed.). Abstracts book. Second International Workshop on Data Science, IWDS 2017, 30 November 2017, Zagreb. [Zagreb]: Centre of Research Excellence for Data Science and Cooperative Systems, 2017. Str. 12. [COBISS.SI-ID 30978855]

540. DŽEROSKI, Sašo. Mining big and complex data. In: DELIBAŠIĆ, Boris (ed.), KOCAREV, Ljupčo (ed.). 2016 South East European Forum on data Science : June 20 - June 21, 2016, Belgrade, Serbia : book of abstracts. Belgrade: University of Belgrade, Faculty of Organizational Sciences, 2016. Str. 4. ISBN 978-86-7680-327-9. http://www.datascienceforum.fon.bg.ac.rs/wp-content/uploads/2016/06/SEE-DSF-2016-Book-of-Abstracts.pdf. [COBISS.SI-ID 29584167]

541. DŽEROSKI, Sašo. Learning from massive, incompletely annotated & structured data. In: EGC 2016. 16ème Conférence Internationale Francophone sur lʼExtraction et la Gestion des Connaissances, 18-22 Janvier 2016, Reims, France. Reims: Institut Universitaire Technologique, 2016. Str. 7. https://cremilleux.users.greyc.fr/tmp/actesEGC16.pdf. [COBISS.SI-ID 29200935]

542. DŽEROSKI, Sašo. Learning from complex data : methods and biological applications. In: IEEE BIBE 2015. 15th IEEE International Conference on BioInformaticsa nd BioEngineering, November 02-04, 2015, Belgrade, Serbia. [S. l.: s. n.], 2015. Str. 34. [COBISS.SI-ID 29232935]

543. DŽEROSKI, Sašo. The art of science : keep it simple; make connections. In: HOLLMÉN, Jaakko (ed.), PAPAPETROU, Panagiotis (ed.). Proceedings of the ECMLPKDD 2015, [European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database], September 7- 11, 2015, Porto, Portugal. Aalto: Aalto University, 2015. Str. 9-10. Aalto University publication series, 12/2015. ISBN 978-952-60-6443-7. ISSN 1799-490X. https://aaltodoc.aalto.fi/bitstream/handle/123456789/18224/isbn9789526064437.pdf?sequence=1&isAllowed=y. [COBISS.SI-ID 29382183]

544. KOCEV, Dragi, KORBEE, Cornelis, HAKS, Marielle, OTTENHOFF, Tom, DŽEROSKI, Sašo. Finding drug targets for Tuberculosis and Salmonella by analyzing data from compounds screens and public biological databases. In: AČIMOVIČ, Jure (ed.), PROSENC ZMRZLJAK, Uršula (ed.), JUVAN, Peter (ed.). Book of abstracts. Casym Training Event Systems Medicine of Multifactorial Disorders Workshop & Tutorial and 8th CFGBC Symposium, Ljubljana, 12-15 June 2013. Ljubljana: Faculty of Medicine, 2013. Str. 4. ISBN 978-961-267-060-3. [COBISS.SI-ID 26817063]

545. LEVATIĆ, Jurica, RAMŠAK, Živa, STARE, Tjaša, KOCEV, Dragi, GRUDEN, Kristina, DŽEROSKI, Sašo. Network reconstruction and gene function prediction from time-series gene expression data about potato defence response. In: AČIMOVIČ, Jure (ed.), PROSENC ZMRZLJAK, Uršula (ed.), JUVAN, Peter (ed.). Book of abstracts. Casym Training Event Systems Medicine of Multifactorial Disorders Workshop & Tutorial and 8th CFGBC Symposium, Ljubljana, 12-15 June 2013. Ljubljana: Faculty of Medicine, 2013. Str. 3. ISBN 978-961-267-060-3. [COBISS.SI-ID 26816807]

546. DŽEROSKI, Sašo. Equation discovery for systems biology. In: Pre workshop proceedings. LDSSB'12, ECML-PKDD 2012, Workshop on Learning and Discovery in Symbolic Systems Biology, in collaboration with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, September 24, 2012 Bristol, UK. [S. l.: s. n.], 2012. Str. 1. https://www.cs.bris.ac.uk/~oray/LDSSB12/LDSSB-2012.pdf. [COBISS.SI-ID 26542119]

547. SCHWARTZ, Christophe, CHENOT, Elodie-Denise, CORTET, Jérôme, DEBELJAK, Marko, DŽEROSKI, Sašo, DOUAY, Francis, DUMAT, Camille, KOCEV, Dragi, PERNIN, Céline, POURRUT, Bertrand. Which strategy for a survey of garden soils?. In: MAGGY, Aulon (ed.). The 6th International Conference on Soils of Urban, Industrial, Traffic, Mining and Military Areas (SUITMA 6), Marrakech, 3-7 October 2011 : program, abstracts & participant directory. [S. l.: The Organizing Committee of SUITMA 2011, 2011]. Str. 106. [COBISS.SI-ID 25397799]

548. DŽEROSKI, Sašo. Machine leraning and systems biology. In: JANEŽIČ, Sandra (ed.), et al. Abstract book. 9th Congress of the Slovenian Biochemical Society [also] 5th Congress of the Slovenian Microbiological Society with International Participation [also] 3rd CEFORM (Central European Forum for Microbiology), Maribor, 12th - 15th October 2011. Maribor: Zavod za zdravstveno varstvo, 2011. Str. 108. ISBN 978-961-90895-5-2. [COBISS.SI-ID 25547559]

549. DŽEROSKI, Sašo. Estimating the risk of fire outbreaks in the natural environment by using data mining. In: Advanced design toward low-carbon science and industry : proceedings. Joint Meeting of the 14th SANKEN International Symposium 2011 and the 9th SANKEN Nanotechnology Symposium 2011, January 25-26, 2011, Otsu, Japan. [S. l.: s. n.], 2011. Str. 9. [COBISS.SI-ID 24437031]

550. DŽEROSKI, Sašo. An ontology of data mining. In: APPICE, Annalisa (ed.). Proceedings of the Workshop on Mining Complex Patterns. 12th International Conference, 15-17 September 2011, Palermo, Italy. [S. l.]: Italian Association for Artificial Intelligence. 2011, str. 1. [COBISS.SI-ID 25549095]

551. DŽEROSKI, Sašo. Machine learning for systems biology. In: Program and Abstracts : System Biology: From Molecules to Function. FEBS & System X Advanced Lecture Course, Innsbruck, 26 February - 4 March 2011. [Innsbruck: Federation of European Biochemical Societies (FEBS), 2011]. Str. 81. [COBISS.SI-ID 25547815]

552. NOVAK, Rok, KOCMAN, David, ROBINSON, Johanna A., KANDUČ, Tjaša, SARIGIANNIS, Dimosthenis, DŽEROSKI, Sašo, HORVAT, Milena. Improving exposure assessment by using data from low-cost wearable airborne. In: ISES 2021 virtual experience, August 30 - September 2, 2021. [S. l.]: International Society of Exposure Science, 2021. https://intlexposurescience.org/wp-content/uploads/2021/11/2021-Abstract-Book-Final.pdf. [COBISS.SI-ID 87295491]

553. NOVAK, Rok, KOCMAN, David, ROBINSON, Johanna A., KANDUČ, Tjaša, SARIGIANNIS, Denis, DŽEROSKI, Sašo, HORVAT, Milena. Complex activity recognition usingclassification methods onlow-cost portable ambient and activity sensor data. In: NAGODE, Klara (ed.), et al. Throughout knowledge towards a green new world : 13. Študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 15. dan mladih raziskovalcev (Konferenca KMBO), 27-28 maj 2021, Ljubljana, Slovenija : knjiga povzetkov = 13th Jožef Stefan International Postgraduate School Students' Conference and 15th Young Researchers' Day of Chemistry, material science, biochemistry and environment, (CMBE day), 27th-28th May 2021, online : book of abstracts. 13. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 15. dan mladih raziskovalcev (Konferenca KMBO), 27-28 maj 2021, Ljubljana, Slovenija = 13th Jožef Stefan International Postgraduate School Students' Conference and 15th Young Researchers' Day, 27th-28th May 2021. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana: = Jožef Stefan International Postgraduate School: Inštitut Jožef Stefan: = Jožef Stefan Institute, 2021. Str. 22-23. http://ipssc.mps.si/bookOfAbstracts/Book_of_abstracts_v04.pdf. [COBISS.SI-ID 65180931]

554. DŽEROSKI, Sašo. AI applications in medicine and pharma. In: AI for Industry and Society Seminar, 12. 2. 2020, Ljubljana, Slovenia. https://icm.si/wp-content/uploads/2020/02/BF-2020-05-1-2020.pdf. [COBISS.SI-ID 33250855]

555. RADINJA, Matej, ŠKERJANEC, Mateja, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, ATANASOVA, Nataša. Automatization of urban drainage modelling by hybridising domain knowledge and equation discovery. In: Book of abstracts. Brusseles: International Environmental Modelling and Software Society, 2020. 1 spletni vir. https://iemss2020.com/programme/. [COBISS.SI-ID 29456387]

556. POPOV, Stefan, KAVKLER, Katja, DŽEROSKI, Sašo. Analysis of data on the presence of Mould in the Celje ceiling paintings. In: JOVIČEVIĆ KLUG, Patricia (ed.), et al. Knjiga povzetkov = Book of abstracts. 12. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 14. dan mladih raziskovalcev (Konferenca KMBO) = 12th Jožef Stefan International Postgraduate School Students' Conference and 14th Young Researchers' Day, 15th May 2020. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana: = Jožef Stefan International Postgraduate School: Inštitut Jožef Stefan: = Jožef Stefan Institute, 2020. Str. 32. http://ipssc.mps.si/BookOfAbstracts.pdf. [COBISS.SI-ID 62938115]

557. LJONCHEVA, Milka, HEATH, Ester, DŽEROSKI, Sašo, KOSJEK, Tina, KOS, Janko, JEWETT, Anahid. GC-MS analysis of contaminants of emerging concern. In: JOVIČEVIĆ KLUG, Patricia (ed.), et al. Knjiga povzetkov = Book of abstracts. 12. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 14. dan mladih raziskovalcev (Konferenca KMBO) = 12th Jožef Stefan International Postgraduate School Students' Conference and 14th Young Researchers' Day, 15th May 2020. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana: = Jožef Stefan International Postgraduate School: Inštitut Jožef Stefan: = Jožef Stefan Institute, 2020. Str. 22. http://ipssc.mps.si/BookOfAbstracts.pdf. [COBISS.SI-ID 20857347]

558. KIKAJ, Dafina, DŽEROSKI, Sašo, VAUPOTIČ, Janja, CHAMBERS, Scott D. Radon-based atmospheric mixing classification : identifying uncertainties by application of machine learning methods. In: KOVÁCS, Tibor (ed.), TÓTH-BODROG, Edit (ed.), BÁTOR, Gergő (ed.). VII. Terrestrial Radioisotopes in Environment International Conference on Environmental Protection. [S. l.]: Social Organizatin for Radioecological Cleanliness, 2020. ISBN 978-615-81632-0-0. [COBISS.SI-ID 27883523]

559. VERDEL, Nina, TANEVSKI, Jovan, DŽEROSKI, Sašo, MAJARON, Boris. Hybrid technique for characterization of human skin by combining machine learning and inverse Monte Carlo approach. In: PUNGERČIČ, Anže (ed.), et al. Zbornik povzetkov, predstavljenih na srečanju v Gozdu Martuljku, 30. 5. 2019. 16. Slovensko srečanje o uporabi fizike. 1. izd. Ljubljana: Inštitut "Jožef Stefan", 2020. Str. 19. ISBN 978-961-264-181-8. https://ssouf.fmf.uni-lj.si/. [COBISS.SI-ID 30759939]

560. PETKOVIĆ, Matej, LUCAS, Luke, KOCEV, Dragi, DŽEROSKI, Sašo, BOUMGHAR, Redouane, SIMIDJIEVSKI, Nikola. Quantifying the effects of gyroless flying of the Mars Espress Spacecraft with machine learning. In: Book of abstracts. OSE5, 5th Optimization in Space Engineering Workshop [and UTOPIE Global Virtual Workshop], Ljubljana, 21-22 November 2019. [S. l.: S. n.], 2019. Str. 7. [COBISS.SI-ID 33172519]

561. VIDAK, Marko, JOVCHEVSKA, Ivana, ŠAMEC, Neja, ZOTTEL, Alja, LIOVIĆ, Mirjana, ROZMAN, Damjana, DŽEROSKI, Sašo, JUVAN, Peter, KOMEL, Radovan. Meta-analysis and experimental validation identified FREM2 and SPRY1 as new glioblastoma marker candidates. In: EASyM Europe 2018 : abstracts. New Rochelle (NY): Mary Ann Liebert, 2019. Str. a-13. Systems medicine, #vol. #2, no. 1. ISSN 2573-3370. https://www.liebertpub.com/doi/pdf/10.1089/sysm.2018.29003.abstracts. [COBISS.SI-ID 34800089]

562. STEPIŠNIK, Tomaž, KOCEV, Dragi, DŽEROSKI, Sašo. Discovering new protein inhibitors. In: SMiLe'18, Spring Workshop on Mining and Learning, 7-9 March 2018, Titisee, [Germany]. [S. l.: s. n.], 2018. [COBISS.SI-ID 31289383]

563. PETKOVIĆ, Matej, KOCEV, Dragi, DŽEROSKI, Sašo. Feature ranking for multi-target regression with Relief. In: SMiLe'18, Spring Workshop on Mining and Learning, 7-9 March 2018, Titisee, [Germany]. [S. l.: s. n.], 2018. [COBISS.SI-ID 31289127]

564. DŽEROSKI, Sašo. Machine learning for systems science. In: SMiLe'18, Spring Workshop on Mining and Learning, 7-9 March 2018, Titisee, [Germany]. [S. l.: s. n.], 2018. [COBISS.SI-ID 31288871]

565. JEVŠENAK, Jernej, LEVANIČ, Tom, DŽEROSKI, Sašo. Comparison of linear and nonlinear machine learning methods for the analysis of statistical relationships between tree-rings and climate. In: HARVEY, Jill (ed.). TRACE 2018 : tree rings in archaeology, climatology and ecology, 24-27 April 2018, Greifswald, Germany : book of abstract. Greifswald: [s. n.], 2018. Str. 31. [COBISS.SI-ID 5078182]

566. SIMIDJIEVSKI, Nikola, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, KOCIJAN, Juš. Nonlinear system identification with equation discovery. In: Workshop on Nonlinear System Identification Benchmarks, April 11-13, 2018, Liège, Belgium. [S. l.: s. n.], 2018. Str. 24. http://www.nonlinearbenchmark.org/FILES/WORKSHOP2018/BookOfAbstracts2018.pdf. [COBISS.SI-ID 31773479]

567. KOSTOVSKA, Ana, PANOV, Panče, MOSER, Maximilian, DŽEROSKI, Sašo. Blood pressure prediction using data mining algorithms. In: DEŽMAN, Miha (ed.), et al. Zbornik = Proceedings. 10. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 12. dneva mladih raziskovalcev (Konferenca KMBO), 10. in 11. maj 2018, Ljubljana, Slovenija = 10th Jožef Stefan International Postgraduate School Students' Conference and 12th Young Researchers' Day 10th and 11th May 2018, Piran, Slovenia. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana: = Jožef Stefan International Postgraduate School: Inštitut Jožef Stefan: = Jožef Stefan Institute, 2018. Str. 28. http://ipssc.mps.si/Proceedings/Proceedings_2018.pdf. [COBISS.SI-ID 31413287]

568. TOLOVSKI, Ilin, ŽENKO, Bernard, TRAVEN, Gregor, ZWITTER, Tomaž, PANOV, Panče, DŽEROSKI, Sašo. Classification of stellar types based on RAVE stellar spectra morphology. In: DEŽMAN, Miha (ed.), et al. Zbornik = Proceedings. 10. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 12. dneva mladih raziskovalcev (Konferenca KMBO), 10. in 11. maj 2018, Ljubljana, Slovenija = 10th Jožef Stefan International Postgraduate School Students' Conference and 12th Young Researchers' Day 10th and 11th May 2018, Piran, Slovenia. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana: = Jožef Stefan International Postgraduate School: Inštitut Jožef Stefan: = Jožef Stefan Institute, 2018. Str. 30. http://ipssc.mps.si/Proceedings/Proceedings_2018.pdf. [COBISS.SI-ID 31413799]

569. LJONCHEVA, Milka, HEATH, Ester, DŽEROSKI, Sašo, KOSJEK, Tina. Generation of a test dataset for machine learning-assisted identification of contaminantsof emergingconcern. In: DEŽMAN, Miha (ed.), et al. Zbornik = Proceedings. 10. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 12. dneva mladih raziskovalcev (Konferenca KMBO), 10. in 11. maj 2018, Ljubljana, Slovenija = 10th Jožef Stefan International Postgraduate School Students' Conference and 12th Young Researchers' Day 10th and 11th May 2018, Piran, Slovenia. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana: = Jožef Stefan International Postgraduate School: Inštitut Jožef Stefan: = Jožef Stefan Institute, 2018. Str. 21. http://ipssc.mps.si/Proceedings/Proceedings_2018.pdf. [COBISS.SI-ID 20859907]

570. PEEV, Gjorgi, SIMIDJIEVSKI, Nikola, DŽEROSKI, Sašo. Identification of a nonlinear dynamical benchmark system using process - based model ing. In: DEŽMAN, Miha (ed.), et al. Zbornik = Proceedings. 10. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 12. dneva mladih raziskovalcev (Konferenca KMBO), 10. in 11. maj 2018, Ljubljana, Slovenija = 10th Jožef Stefan International Postgraduate School Students' Conference and 12th Young Researchers' Day 10th and 11th May 2018, Piran, Slovenia. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana: = Jožef Stefan International Postgraduate School: Inštitut Jožef Stefan: = Jožef Stefan Institute, 2018. Str. 36. http://ipssc.mps.si/Proceedings/Proceedings_2018.pdf. [COBISS.SI-ID 31414311]

571. BOGATINOVSKI, Jasmin, KOCEV, Dragi, DŽEROSKI, Sašo. Meta learning for multi target regression. In: DEŽMAN, Miha (ed.), et al. Zbornik = Proceedings. 10. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 12. dneva mladih raziskovalcev (Konferenca KMBO), 10. in 11. maj 2018, Ljubljana, Slovenija = 10th Jožef Stefan International Postgraduate School Students' Conference and 12th Young Researchers' Day 10th and 11th May 2018, Piran, Slovenia. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana: = Jožef Stefan International Postgraduate School: Inštitut Jožef Stefan: = Jožef Stefan Institute, 2018. Str. 31. http://ipssc.mps.si/Proceedings/Proceedings_2018.pdf. [COBISS.SI-ID 31414055]

572. PANOV, Panče, KOSTOVSKA, Ana, TOLOVSKI, Ilin, DŽEROSKI, Sašo. Neurodegenerative diseases data ontology. In: DEŽMAN, Miha (ed.), et al. Zbornik = Proceedings. 10. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 12. dneva mladih raziskovalcev (Konferenca KMBO), 10. in 11. maj 2018, Ljubljana, Slovenija = 10th Jožef Stefan International Postgraduate School Students' Conference and 12th Young Researchers' Day 10th and 11th May 2018, Piran, Slovenia. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana: = Jožef Stefan International Postgraduate School: Inštitut Jožef Stefan: = Jožef Stefan Institute, 2018. Str. 29. http://ipssc.mps.si/Proceedings/Proceedings_2018.pdf. [COBISS.SI-ID 31413543]

573. NIKOLOSKI, Stevanche, DEBELJAK, Marko, CREAMER, Rachel, WALL, David, DŽEROSKI, Sašo, TRAJANOV, Aneta. Prediction of mineralizable nitrogen (N) in soils using ensembles of regression models. In: Abstract book Pedometrics 2017, Wageningen, 26 June - 1 July 2017. Wageningen: s. n., 2017. Str. 174. https://static1.squarespace.com/static/5653202ee4b037d305e7fd3e/t/594a53f7e4fcb553cd43b9c0/1498043388899/Abstract+Book+Pedometrics+2017.pdf. [COBISS.SI-ID 30627879]

574. VIDAK, Marko, LIOVIĆ, Mirjana, JOVCHEVSKA, Ivana, ROZMAN, Damjana, DŽEROSKI, Sašo, KOMEL, Radovan. Bioinformatic identification and experimental validation of new glioblastoma stem cell marker candidates. In: GORIČAR, Katja (ed.), HUDLER, Petra (ed.). Book of abstracts = Zbornik povzetkov. 12th Meeting of the Slovenian Biochemical Society with International Participation = 12. srečanje Slovenskega biokemijskega društva z mednarodno udeležbo, Bled 20 - 23 september 2017. Ljubljana: Slovenian Biochemical Society, 2017. Str. 179. ISBN 978-961-93879-4-8. [COBISS.SI-ID 33513177]

575. VIDAK, Marko, LIOVIĆ, Mirjana, DŽEROSKI, Sašo, ROZMAN, Damjana, KOMEL, Radovan. Discovery of new glioblastoma stem cell marker candidates by analyzing mRNA microarray data from NCBI GEO database. In: LAH TURNŠEK, Tamara (ed.), et al. Book of abstracts. 8th Conference on Experimental and Translational Oncology, Portorož, Slovenia, April, 19-23, 2017. 1st ed. Ljubljana: Association of Radiology and Oncology, 2017. Str. 139. ISBN 978-961-91302-5-4. [COBISS.SI-ID 33232857]

576. DŽEROSKI, Sašo. MAESTRA : learning from massive, incompletely annotated and structure data. In: KRALJ NOVAK, Petra (ed.). Collection of abstracts : ECML PKDD 2017, The European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Database, September 18-22, 2017, Skopje, Macedonia. [S. l.: s. n.], 2017. Str. 13. EU project forum. http://ecmlpkdd2017.ijs.si/EUPFabstracts.pdf. [COBISS.SI-ID 30963751]

577. PEEV, Gjorgi, SIMIDJIEVSKI, Nikola, DŽEROSKI, Sašo. Data - driven modeling of nonlinear dynamic systems. In: PAVLIN, Majda (ed.), et al. Zbornik = Proceedings. 9. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 11. dan mladih raziskovalcev (Konferenca KMBO) = 9th Jožef Stefan International Postgraduate School Students' Conference and 11th Young researchers' Day, [19.-20. 4. 2017, Ljubljana, Slovenija]. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana: = Jožef Stefan International Postgraduate School: Inštitut Jožef Stefan: = Jožef Stefan Institute, 2017. Str. 86. [COBISS.SI-ID 30493735]

578. MILESKI, Vanja, KOCEV, Dragi, DŽEROSKI, Sašo. Tree methods for hierarchical multivariate regression. In: PAVLIN, Majda (ed.), et al. Zbornik = Proceedings. 9. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana in 11. dan mladih raziskovalcev (Konferenca KMBO) = 9th Jožef Stefan International Postgraduate School Students' Conference and 11th Young researchers' Day, [19.-20. 4. 2017, Ljubljana, Slovenija]. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana: = Jožef Stefan International Postgraduate School: Inštitut Jožef Stefan: = Jožef Stefan Institute, 2017. Str. 85. [COBISS.SI-ID 30493479]

579. SIMIDJIEVSKI, Nikola, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Constructing a library of domain knowledge for process-based modeling of neurons using the Hodgkin-Huxley formalism. In: AČIMOVIČ, Jure (ed.), et al. Book af abstracts. 10th CFGBC Symposium with ISBE and CASyM workshops From functional genomics to systems biology and systems medicine & Hands-on tutorial systems biology/medicine, Ljubljana, June 30 - July 3, 2015. Ljubljana: Faculty of Medicine, 2015. Str. 32. ISBN 978-961-267-093-1. [COBISS.SI-ID 28724263]

580. TANEVSKI, Jovan, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Process-based design of synthetic biological systems. In: AČIMOVIČ, Jure (ed.), et al. Book af abstracts. 10th CFGBC Symposium with ISBE and CASyM workshops From functional genomics to systems biology and systems medicine & Hands-on tutorial systems biology/medicine, Ljubljana, June 30 - July 3, 2015. Ljubljana: Faculty of Medicine, 2015. Str. 33. ISBN 978-961-267-093-1. [COBISS.SI-ID 28724519]

581. MIHELČIČ, Matej, LAVRAČ, Nada, DŽEROSKI, Sašo, ŽENKO, Bernard, ŠMUC, Tomislav. Redescription mining from biological and clinical descriptions of patients with different levels of dementia. In: Brain informatics & health : type II paper : proceedings. The International Conference on Brain Informatics and Health, London, UK, August 30 - September 2, 2015. [S. l.: s. n.], 2015. Str. 41-42. [COBISS.SI-ID 28852007]

582. TRAJANOV, Aneta, KUZMANOVSKI, Vladimir, RÉAL, Benoît, MARKS PERREAU, Jonathan, DŽEROSKI, Sašo, DEBELJAK, Marko. Assessing the risk of tile-drained water pollution with pesticides. In: JANSEN, Boris (ed.). Soil science in a changing world : Wageningen Soil Conference 2015, 23-27 August 2015 Wageningen, The Netherlands : book of abstracts. [S. l.: s. n.], 2015. Str. 75. [COBISS.SI-ID 28853543]

583. DŽEROSKI, Sašo, KOCEV, Dragi, DIMITROVSKI, Ivica, ŠMUC, Tomislav, CECI, Michelangelo, GAMA, João. MAESTRA : learning from massive, incompletely annotated, and structured data. In: Discovery science : book of abstracts. [S. l.: s. n.], 2014. 1 str. http://ds2014.ijs.si/lbp/DS2014_LBP_complete.pdf. [COBISS.SI-ID 28022567]

584. OSOJNIK, Aljaž, DŽEROSKI, Sašo. Modeling dynamical systems with data stream mining. In: Discovery science : book of abstracts. [S. l.: s. n.], 2014. 1 str. http://ds2014.ijs.si/lbp/DS2014_LBP_complete.pdf. [COBISS.SI-ID 28023335]

585. TRAJANOV, Aneta, KUZMANOVSKI, Vladimir, LEPRINCE, Florence, RÉAL, Benoît, DUTERTRE, Alain, MAILLET-MEZERAY, Julie, DŽEROSKI, Sašo, DEBELJAK, Marko. Studying the drainage periods for agricultural fields with data mining : La Jaillière case study. In: Discovery science : book of abstracts. [S. l.: s. n.], 2014. 1 str. http://ds2014.ijs.si/lbp/DS2014_LBP_complete.pdf. [COBISS.SI-ID 28023847]

586. SIMIDJIEVSKI, Nikola, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Automated modeling of system dynamics and its applications. In: Human brain project : 1st HBP Educational Workshop, New Frontiers in Neuroscience and Methods of Transdisciplinary Education, 18th - 20th June 2014, Tel Aviv Israel : abstract collection. Tel Aviv: Tel Aviv University, Sagol School of Neuroscience, 2014. Str. 10. https://www.dropbox.com/s/3t9q4tld1o6r3a6/HBP_WorkShop2014TelAviv.pdf. [COBISS.SI-ID 28156455]

587. TANEVSKI, Jovan, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Automated process - based modeling and design of dynamic biological systems. In: Human brain project : 1st HBP School, 8th - 14th September 2014, Alpbach, Austria : abstract collection students. [S. l.]: European Commission. Str. 26. https://www.dropbox.com/s/gz2wwrt9rt5s3xg/HBP_2014_School_Alpbach.pdf. [COBISS.SI-ID 28155943]

588. SIMIDJIEVSKI, Nikola, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Constructing a library of domain knowledge for process - based modeling of neurons using the Hodgkin-Huxley formalism. In: Human brain project : 1st HBP School, 8th - 14th September 2014, Alpbach, Austria : abstract collection students. [S. l.]: European Commission. Str. 25. https://www.dropbox.com/s/gz2wwrt9rt5s3xg/HBP_2014_School_Alpbach.pdf. [COBISS.SI-ID 28155687]

589. LEVATIĆ, Jurica, ALEKSOVSKI, Darko, DEBELJAK, Marko, KOCEV, Dragi, DŽEROSKI, Sašo. Exploiting taxonomic rank for habitat modelling with predictive-clustering trees. In: Book of abstracts : ISEM 2013, Ecological Modelling for Ecosystem Sustainability : October 28th - 31st, 2013, Toulouse, France. XII, 226 str. [S. l.: s. n.], 2013. Str. 52. [COBISS.SI-ID 27287591]

590. DŽEROSKI, Sašo, GRBOVIĆ, Jasna, WALLEY, William J. Improving the saprobic system by data analysis : abundance-related saprobic values for bioindicators in Slovenian rivers. In: Book of abstracts : ISEM 2013, Ecological Modelling for Ecosystem Sustainability : October 28th - 31st, 2013, Toulouse, France. XII, 226 str. [S. l.: s. n.], 2013. Str. 110. [COBISS.SI-ID 27257383]

591. SIMIDJIEVSKI, Nikola, PANOV, Panče, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Learning ensembles models of population dynamics and its application tomodeling aquatic ecosystems. In: Book of abstracts : ISEM 2013, Ecological Modelling for Ecosystem Sustainability : October 28th - 31st, 2013, Toulouse, France. XII, 226 str. [S. l.: s. n.], 2013. Str. 141. [COBISS.SI-ID 27257895]

592. KUZMANOVSKI, Vladimir, LEPRINCE, Florence, DŽEROSKI, Sašo, DEBELJAK, Marko. Modeling the water outflow in an arable ecosystem. In: Book of abstracts : ISEM 2013, Ecological Modelling for Ecosystem Sustainability : October 28th - 31st, 2013, Toulouse, France. XII, 226 str. [S. l.: s. n.], 2013. Str. 117. [COBISS.SI-ID 27210279]

593. PANOV, Panče, ČEREPNALKOSKI, Darko, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Ontological aspects of process-based models and domain knowledge. In: Book of abstracts : ISEM 2013, Ecological Modelling for Ecosystem Sustainability : October 28th - 31st, 2013, Toulouse, France. XII, 226 str. [S. l.: s. n.], 2013. Str. 151. [COBISS.SI-ID 27257639]

594. ŠKRABAN, Jure, DŽEROSKI, Sašo, ŽENKO, Bernard, RUPNIK, Maja. Using machine learning to decipher faecal microbiota patterns associated with Clostridium difficile colonization in poultry. In: FEMS 2013 : abstracts. 5th Congress of European Microbiologists, Leipzig, Germany, July 21-25, 2013. Geneva: Kenes International, 2013. [1] str. [COBISS.SI-ID 79119105]

595. TANEVSKI, Jovan, TODOROVSKI, Ljupčo, KALAIDZIDIS, Yannis, DŽEROSKI, Sašo. Discovering a model of Rab5-Rab7 conversion in endocytosis : Jovan Tanevski ... [et al.]. In: ICSB2013 Copenhagen. The 14th International Conference on Symposium Biology, August 29 - September 4, 2013, Copenhagen, Denmark. Str. 139. http://systems-biology.org/conference/announcement/000910.html. [COBISS.SI-ID 27164711]

596. MAKSIMOVIĆ, Daniela, CECI, Michelangelo, MALERBA, Donato, DŽEROSKI, Sašo. Using PPI networks in hierarchical multi-label classification trees for gene function prediction. In: (MLSB 2012) : program of the Sixth International Workshop on Machine Learning in Systems Biology, September 8th & 9th, 2012, Basel, Switzerland. [S. l.: s. n.]. Str. 10. [COBISS.SI-ID 26074663]

597. ŠKRABAN, Jure, DŽEROSKI, Sašo, ŽENKO, Bernard, RUPNIK, Maja. Different composition patterns of microbiota in C. difficile colonised and non-colonised humans and animals. In: RUPNIK, Maja (ed.), JANEŽIČ, Sandra (ed.). Abstract book. 4th International Clostridium difficile Symposium. Bled, 2012. Maribor: Zavod za zdravstveno varstvo, 2012. Str. 205. ISBN 978-961-90895-6-9. [COBISS.SI-ID 512226872]

598. DŽEROSKI, Sašo, KOCEV, Dragi, ŽENKO, Bernard, FONOVIĆ, Marko, TURK, Boris, ŠKRABAN, Jure, RUPNIK, Maja. Analysis of CIPKeBiP data machine learning. In: RUPNIK, Maja (ed.), TUŠAR, Livija (ed.), TURK, Dušan (ed.). Immune response and host microbiota in disease development. CIPKEBIP - Centre of Excellence for Integrated Approaches in Chemistry and Biology of Proteins, Third Annual Conference, 15-16 November 2012, Ljubljana. Ljubljana: Centre of Excellence for Integrated Approaches in Chemistry and Biology of Proteins, 2012. Str. 20. [COBISS.SI-ID 26567207]

599. RUPNIK, Maja, ŠKRABAN, Jure, TUŠAR, Livija, ŽENKO, Bernard, DŽEROSKI, Sašo. Gut microbiota and pathogenic microorganisms : an example of C. difficile infection. In: RUPNIK, Maja (ed.), TUŠAR, Livija (ed.), TURK, Dušan (ed.). Immune response and host microbiota in disease development. CIPKEBIP - Centre of Excellence for Integrated Approaches in Chemistry and Biology of Proteins, Third Annual Conference, 15-16 November 2012, Ljubljana. Ljubljana: Centre of Excellence for Integrated Approaches in Chemistry and Biology of Proteins, 2012. Str. 16. [COBISS.SI-ID 26566951]

600. PARASCHIV-IONESCU, A., MASSÉ, F., ŽENKO, Bernard, DŽEROSKI, Sašo, AMINIAN, K. Tuning up home rehabilitation therapy using lifestyle evaluation : [presented at 8th World Congress on Aging and Physical Activity, 14-17 August 2012, Glasgow, UK]. Journal of aging and physical activity. [Print ed.]. 2012, vol. 20, suppl. , str. s212-s213. ISSN 1063-8652. [COBISS.SI-ID 26573351]

601. GREGORIČ, Asta, DŽEROSKI, Sašo, VAUPOTIČ, Janja. Radon as tracer in studying ventilation of karst caves and geophysical processes in the Earth's crust. In: ŽAGAR, Kristina (ed.), LENART, Alenka (ed.), PEČKO, Darja (ed.). [Program and abstract book]. 6th Young Researchers' Day 2012, 27 and 28 Febraury, 2012, Ljubljana. Ljubljana: Jožef Stefan Institute, Department of Nanostructured Materials, 2012. Str. 10. [COBISS.SI-ID 25623847]

602. MAKSIMOVIĆ, Daniela, DEBELJAK, Marko, CECI, Michelangelo, APPICE, Annalisa, MALERBA, Donato, DŽEROSKI, Sašo. Dealing with spatial autocorrelation in gene flow modeling. In: JORDÁN, Ferenc (ed.), SCOTTI, Marco (ed.), LENCIONI, Valeria (ed.). Ecological hierarchy from the genes to the biosphere : book of abstracts. ECEM 2011, 7th European Conference on Ecological Modelling, 30 May - 2 June 2011, Trento, Italy. [S. l.: s. n.], 2011. Str. 97. ISBN 978-88-531-0014-6. [COBISS.SI-ID 24796711]

603. ČEREPNALKOSKI, Darko, TAŠKOVA, Katerina, TODOROVSKI, Ljupčo, ATANASOVA, Nataša, DŽEROSKI, Sašo. Influence of parameter fitting methods on model structure selection in automated modeling of aquatic ecosystems. In: JORDÁN, Ferenc (ed.), SCOTTI, Marco (ed.), LENCIONI, Valeria (ed.). Ecological hierarchy from the genes to the biosphere : book of abstracts. ECEM 2011, 7th European Conference on Ecological Modelling, 30 May - 2 June 2011, Trento, Italy. [S. l.: s. n.], 2011. Str. 49. ISBN 978-88-531-0014-6. [COBISS.SI-ID 24797479]

604. TAŠKOVA, Katerina, ŠILC, Jurij, ATANASOVA, Nataša, DŽEROSKI, Sašo. Parameter identification in a nonlinear dynamic model of an aquatic ecosystem with a metaheuristic optimization approach. In: JORDÁN, Ferenc (ed.), SCOTTI, Marco (ed.), LENCIONI, Valeria (ed.). Ecological hierarchy from the genes to the biosphere : book of abstracts. ECEM 2011, 7th European Conference on Ecological Modelling, 30 May - 2 June 2011, Trento, Italy. [S. l.: s. n.], 2011. Str. 131. ISBN 978-88-531-0014-6. [COBISS.SI-ID 24797223]

605. ALEKSOVSKI, Darko, DŽEROSKI, Sašo. Predicting community structure from environmental parameters by using predictive clustering trees for hierarchical multi-label classification. In: JORDÁN, Ferenc (ed.), SCOTTI, Marco (ed.), LENCIONI, Valeria (ed.). Ecological hierarchy from the genes to the biosphere : book of abstracts. ECEM 2011, 7th European Conference on Ecological Modelling, 30 May - 2 June 2011, Trento, Italy. [S. l.: s. n.], 2011. Str. 34. ISBN 978-88-531-0014-6. [COBISS.SI-ID 24797735]

606. DEBELJAK, Marko, TRAJANOV, Aneta, MAKSIMOVIĆ, Daniela, LEPRINCE, Florence, DŽEROSKI, Sašo. Using relational decision trees to model flexible co-existence measures in a multi-field setting. In: JORDÁN, Ferenc (ed.), SCOTTI, Marco (ed.), LENCIONI, Valeria (ed.). Ecological hierarchy from the genes to the biosphere : book of abstracts. ECEM 2011, 7th European Conference on Ecological Modelling, 30 May - 2 June 2011, Trento, Italy. [S. l.: s. n.], 2011. Str. 53. ISBN 978-88-531-0014-6. [COBISS.SI-ID 24796967]

607. LOVREČIĆ, Luca, KRAINC, Dimitrij, DŽEROSKI, Sašo, SLAVKOV, Ivica, PETERLIN, Borut. Haemotranscriptomics in Huntington's disease. In: JUVAN, Peter (ed.), DEBELJAK, Nataša (ed.). From arrays to understanding diseases and pharmacogenomics of individual drug therapy. Ljubljana: Faculty of Medicine, 2011. Str. 48. ISBN 978-961-267-034-4. [COBISS.SI-ID 28546009]

608. DŽEROSKI, Sašo, KOCEV, Dragi. Predictive clustering relates gene annotations to phenotype properties extracted from images. In: Abstracts of papers presented at the 2010 Meeting on Automated Imaging & High-Throughput Phenomena, December 5 - December 8, 2010, New York, USA. New York: CSH: = Cold Spring Harbor, 2010. Str. 22. [COBISS.SI-ID 24312615]

609. DIMITROVSKI, Ivica, KOCEV, Dragi, LOSKOVSKA, Suzana, DŽEROSKI, Sašo. Detection of visual concepts and annotation of image using predictive clustering trees. In: BRASCHLER, Martin (ed.), HARMAN, Donna K. (ed.), PIANTA, Emmanuele (ed.). Abstracts of the notebook papers. CLEF 2010 Labs and Workshops, September 22-23, 2010, Padua, Italy. [S. l.: s. n.], 2010. Str. 50. ISBN 978-88-904810-0-0. [COBISS.SI-ID 23984935]

610. BEZEK, Mateja, GREGORIČ, Asta, DŽEROSKI, Sašo, VAUPOTIČ, Janja. Continuous measurements of ultrafine particles at urban background site of Ljubljana. In: TREBŠE, Polonca (ed.), STOPAR, Marta (ed.), LAVTIŽAR, Vesna (ed.). Book of abstracts. The 11th European Meeting on Environmental Chemistry - EMEC 11, Portorož, Slovenia, December 8-11, 2010. Nova Gorica: University, 2010. Str. 237. ISBN 978-961-6311-66-3. [COBISS.SI-ID 24272935]

611. DEBELJAK, Marko, SQUIRE, Geoff R., KOCEV, Dragi, HAWES, Cathy, YOUNG, Marc W., DŽEROSKI, Sašo. Analysis of time series data on the economic and ecological components of vegetation by using predictive clustering trees. In: Ecological modelling for enhanced sustainability in management : conference ISEM 2009, October 6-9, 2009, Québec, Canada : conference handbook. [Québec]: Université Laval, 2009. Str. 75. [COBISS.SI-ID 24223271]

612. GREGORIČ, Asta, DŽEROSKI, Sašo, RIGGIO, Anna, SANTULIN, Marco, VAUPOTIČ, Janja. Anomalies in soil radon concentration caused by earthquakes in the Friuli region (Italy) : application of machine learning methods. In: ROSIGNANO 2010 : "scientific approach to geo hazard: a window to teh future". 2nd Symposium of the IGRS International Geo-Hazards Research Society, 27-29th September 2010, Rosignano, Italy. [S. l.: s. n.], 2010. Str. 18. [COBISS.SI-ID 23994919]

613. MAKSIMOVIĆ, Daniela, KOBLER, Andrej, DŽEROSKI, Sašo. A qualitative decision support system for evaluating forest models : effect of forest management practice. In: MEDVED, Mirko (ed.). Small scale forestry in a changing world : opportunities and challenges and the role of extension and technology transfer : book of abstracts. Ljubljana: Slovenian Forestry Institute; Slovenia Forest Service, 2010. Str. 64. ISBN 978-961-6425-52-0. [COBISS.SI-ID 3013030]

614. ČEREPNALKOSKI, Darko, DŽEROSKI, Sašo. Automated modeling of dynamic systems in systems biology. In: 3rd FEBS Advanced Lecture Course on Systems Biology, Alpbach, Austria, EU, March 7-13, 2009 : from molecules to function : [course book : program and abstracts]. [S. l.: s. n.], 2009. Str. 104. [COBISS.SI-ID 23327783]

615. SLAVKOV, Ivica, DŽEROSKI, Sašo. Making the right choice : an evaluation method for ranked lists of biomarkers. In: 3rd FEBS Advanced Lecture Course on Systems Biology, Alpbach, Austria, EU, March 7-13, 2009 : from molecules to function : [course book : program and abstracts]. [S. l.: s. n.], 2009. Str. 175. [COBISS.SI-ID 23328295]

616. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Inductive process-based modeling of endocytosis from time-series data. In: Abstracts and programm. Workshop Data 2 Dynamics, D2D, September 23-25, 2009, Freising, Germany. München: Helmholtz Zentrum, 2009. [COBISS.SI-ID 23327271]

617. TAŠKOVA, Katerina, KOROŠEC, Peter, ŠILC, Jurij, DŽEROSKI, Sašo. Parameter estimation in an endocytosis model with metaheuristic optimization algorithms. In: Abstracts and programm. Workshop Data 2 Dynamics, D2D, September 23-25, 2009, Freising, Germany. München: Helmholtz Zentrum, 2009. [COBISS.SI-ID 22982695]

618. ČEREPNALKOSKI, Darko, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Process-based formalism for modelling dynamical systems. In: Abstracts and programm. Workshop Data 2 Dynamics, D2D, September 23-25, 2009, Freising, Germany. München: Helmholtz Zentrum, 2009. [COBISS.SI-ID 23327527]

619. ZMAZEK, Boris (scribe), ŽIVČIĆ, Mladen, DŽEROSKI, Sašo, TORKAR, Drago, VAUPOTIČ, Janja, KOBAL, Ivan. Identification of radon anomalies in soil gas using decision trees and artificial neural networks : [invited talk]. In: MAZUR, Jadwiga (ed.), KOZAK, Krzysztof (ed.), KOBAL, Ivan (ed.). Book of abstracts. International Conference Radon in Environment, May 20-14, 2009, Zakopane, Poland. Kraków: The Henryk Niewodniczaski Institut of Nuclear Physics, Polish Academy of Science, 2009. Str. 61. [COBISS.SI-ID 23281959]

620. DEBELJAK, Marko, DŽEROSKI, Sašo. The analysis and visualization of ecological modeling journal publications by using text mining tools. In: Ecological modelling for enhanced sustainability in management : conference ISEM 2009, October 6-9, 2009, Québec, Canada : conference handbook. [Québec]: Université Laval, 2009. Str. 76. [COBISS.SI-ID 23021607]

621. ATANASOVA, Nataša, GAL, Gideon, ŠKERJANEC, Mateja, KOCEV, Dragi, DŽEROSKI, Sašo, KOMPARE, Boris. Investigation of the control mechanisms of the food web in lake Kinneret using multi-target regression trees. In: Ecological modelling for enhanced sustainability in management : conference ISEM 2009, October 6-9, 2009, Québec, Canada : conference handbook. [Québec]: Université Laval, 2009. Str. 45. [COBISS.SI-ID 23021095]

622. ŽENKO, Bernard, STRUYF, Jan, DŽEROSKI, Sašo. Analyzing time series gene expression data with predictive clustering rules. In: DŽEROSKI, Sašo (ed.), GEURTS, Pierre (ed.), ROUSU, Juho (ed.). Machine learning in systems biology : proceedings of the Third International Workshop, September 5-6, 2009, Ljubljana, Slovenia. Helsinki: Department of Computer Science, University, 2009. Str. 177-178. Julkaisusarja - Helsingin yliopisto. Tietojenkäsittelytieteen laitos, report B-2009-1. ISBN 978-952-10-5699-4. ISSN 1458-4786. [COBISS.SI-ID 22828583]

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624. SLAVKOV, Ivica, DŽEROSKI, Sašo. Dedicated session 2-3 : diagnostic markers and complex diseases. In: Abstract book. The 9th International Conference on Systems Biology, [22-23 August 2008, Gothenburg, Sweden]. [S. l.: s. n.], 2008. Str. 6. [COBISS.SI-ID 22040359]

625. KOCEV, Dragi, SLAVKOV, Ivica, DŽEROSKI, Sašo. More in better : ranking with multiple targets for biomarker discovery. In: WEHENKEL, Louis A. (ed.). MLSB 08. The Second International Workshop on Machine Learning in Systems Biology, 13-14 September 2008, Brussels, Belgium. [S. l.: s. n.], 2008. Str. 133. [COBISS.SI-ID 22040615]

626. ATANASOVA, Nataša, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, KOMPARE, Boris. Automated modelling of lakes : applications. In: 1st Symposium for protection of natural lakes in Republic Macedonia : Ohrid 2007, 31.05-03.06. : abstract book. Ohrid: Ministry of education and science of the Republic of Macedonia, 2007. Str. 51. [COBISS.SI-ID 3585633]

627. KOBAL GRUM, Darja, ARNERIĆ, Niko, KOBAL, Alfred Bogomir, HORVAT, Milena, ŽENKO, Bernard, DŽEROSKI, Sašo, OSREDKAR, Joško. Occupational exposure to elementary mercury, personality traits and emotional states of miners in mercury mine. In: Abstracts = Résumés. XI. international congress of toxicology, Montréal, Canada, July 15 - 19 juillet 2007. [S. l.: s. n., 2007]. [1] str. [COBISS.SI-ID 34856034]

628. STRUYF, Jan, DŽEROSKI, Sašo. Clustering trees with instance level constraints. In: DASTANI, Mehdi (ed.), JONG (ed.). BNAIC'07 : proceedings of the Nineteenth Belgian-Dutch Conference on Artificial Intelligence, 5-6 November 2007, Utrecht, Netherland. Utrecht: University of Utrecht, 2007. Str. 399-400. [COBISS.SI-ID 21204263]

629. DEBELJAK, Marko, TRAJANOV, Aneta, DŽEROSKI, Sašo, MEIER-BETHKE, Sara, SCHIEMANN, Joachim. Modelling spatial distribution of outcrossing rates between neighboring maize fields. In: Book of abstracts. GMCC'07, Third International Conference on Coexistence between Genetically Modified (GM) an non-GM based Agricultural Supply Chains, Seville, Spain, 20th-21st November 2007. Luxembourg: European Commission, 2007. Str. 300-301. ISBN 978-92-79-07298-7. [COBISS.SI-ID 21271335]

630. DŽEROSKI, Sašo, MITRESKI, Kosta, KRSTIĆ, Svetislav, NAUMOSKI, Andreja. Constructing habitat models for diatoms in lake Prespa using the machine learning method of regression trees. In: Challenges for ecological modelling in a changing world: global changes, sustainability and ecosystem based management : conference proceedings. The 6th European conference on Ecological Modelling, ECEM '07, Trieste, November 27-30,2007. [S. l.: s. n.], 2007. Str. 149-150. [COBISS.SI-ID 21276711]

631. DEBELJAK, Marko, GRIFFITHS, Bryan, HALLETT, P., KOCEV, Dragi, TOWERS, W., DŽEROSKI, Sašo. Mapping the resilience characteristics of soil by using multi-objective regression models. In: Challenges for ecological modelling in a changing world: global changes, sustainability and ecosystem based management : conference proceedings. The 6th European conference on Ecological Modelling, ECEM '07, Trieste, November 27-30,2007. [S. l.: s. n.], 2007. Str. 133-134. [COBISS.SI-ID 21272871]

632. ATANASOVA, Nataša, GAL, G., DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, KOMPARE, Boris. Modelling two algal functional groups in lake Kinneret using an automated modelling approach. In: Challenges for ecological modelling in a changing world: global changes, sustainability and ecosystem based management : conference proceedings. The 6th European conference on Ecological Modelling, ECEM '07, Trieste, November 27-30,2007. [S. l.: s. n.], 2007. Str. 43-44. [COBISS.SI-ID 21272615]

633. NEWELL, Graeme R., WHITE, Matt D., GRIFFIOEN, Peter, KOCEV, Dragi, DŽEROSKI, Sašo. Predicting the condition of remnant indigenous vegetation across South Eastern Australia. In: Challenges for ecological modelling in a changing world: global changes, sustainability and ecosystem based management : conference proceedings. The 6th European conference on Ecological Modelling, ECEM '07, Trieste, November 27-30,2007. [S. l.: s. n.], 2007. Str. 369-370. [COBISS.SI-ID 21279783]

634. MITRESKI, Kosta, NAUMOSKI, Andreja, ATANASOVA, Nataša, KOMPARE, Boris, DŽEROSKI, Sašo. Total phosphotus model of two related lakes: lake Ohrid and lake Prespa. In: Challenges for ecological modelling in a changing world: global changes, sustainability and ecosystem based management : conference proceedings. The 6th European conference on Ecological Modelling, ECEM '07, Trieste, November 27-30,2007. [S. l.: s. n.], 2007. Str. 352-353. [COBISS.SI-ID 21277479]

635. TRAJANOV, Aneta, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Using equation discovery to model the outcrossing between transgenic and non-transgenic maize. In: Challenges for ecological modelling in a changing world: global changes, sustainability and ecosystem based management : conference proceedings. The 6th European conference on Ecological Modelling, ECEM '07, Trieste, November 27-30,2007. [S. l.: s. n.], 2007. Str. 234-235. [COBISS.SI-ID 21276967]

636. OSREDKAR, Joško, HORVAT, Milena, KRSNIK, Mladen, ARNERIĆ, Niko, KOBAL GRUM, Darja, ŽENKO, Bernard, DŽEROSKI, Sašo, KOBAL, Alfred Bogomir. Occupational exposure to HG vapour influence and the activity of pineal gland could occupational exposure to mercury vapour influence on the activity of pineal gland. In: Epidemiology of toxic metals - problems and solutions : international symposium, April 25, 2007, Portorož, Slovenia : programme, list of participants, poster abstracts. Ljubljana: Institute Jožef Stefan, 2007. Str. 29. [COBISS.SI-ID 2134897]

637. KOBAL, Alfred Bogomir, SEŠEK-BRIŠKI, Alenka, KRSNIK, Mladen, HORVAT, Milena, DIZDAREVIČ, Tatjana, ŽENKO, Bernard, DŽEROSKI, Sašo, ARNERIĆ, Niko, OSREDKAR, Joško. Potential kidney effects in ex-miners of the Idrija. In: Epidemiology of toxic metals - problems and solutions : international symposium, April 25, 2007, Portorož, Slovenia : programme, list of participants, poster abstracts. Ljubljana: Institute Jožef Stefan, 2007. Str. 25. [COBISS.SI-ID 2134641]

638. DEBELJAK, Marko, TRAJANOV, Aneta, KOCEV, Dragi, DŽEROSKI, Sašo, ROSTOHAR, Katja. Application of regression models and polynomial equations to predict out-crossing rate of maize. In: VIDMAR, Gaj (ed.), STARE, Janez (ed.). Program and abstracts. International Conference Applied Statistics 2007, Ribno (Bled), Slovenia, September 23-26, 2007. Ljubljana: Statistical Society of Slovenia, 2007. Str. 43-45. ISBN 978-961-90314-8-3. [COBISS.SI-ID 21096231]

639. BOHANEC, Marko, MESSÉAN, Antoine, SCATASTA, Sara, ŽNIDARŠIČ, Martin, ANGEVIN, Frédérique, GRIFFITHS, Bryan, HENNING KROGH, Paul, DŽEROSKI, Sašo. The "Grignon model" : qualitative assessment of maize cropping systems. In: SIGMEA workshop 2007 : 16-19 April, NIAB, Cambridge, UK. [S. l.: s. n.], 2007. [COBISS.SI-ID 20731943]

640. TRAJANOV, Aneta, COLBACH, Nathalie, DEBELJAK, Marko, DŽEROSKI, Sašo. Using data mining and simulation models to study the feasibility of co-existence of GM/non-GM crops. In: SIGMEA workshop 2007 : 16-19 April, NIAB, Cambridge, UK. [S. l.: s. n.], 2007. [COBISS.SI-ID 20735783]

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642. ATANASOVA, Nataša, MIELEITNER, Johanna, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, KOMPARE, Boris. Construction of lake Greifensee conceptual model combining machine learning and expert knowledge. In: Management of Sustainability and Ecological Modelling : ICEM 2006 in Yamaguchi, 28 August-1 September, 2006 : [Abstracts]. [S.l.]: Yamaguchi University: ISEM, 2006. Str. 262-263, graf. prikazi. [COBISS.SI-ID 3279457]

643. GIBIČAR, Darija, KOCEV, Dragi, ŽENKO, Bernard, HORVAT, Milena, DŽEROSKI, Sašo, FAJON, Vesna, MAZZOLA, Barbara, BARREGÅRD, Lars, SÄLLSTEN, Gerd. Evaluation of biomarkers of exposure and effects of mercury using machine-learning methods. In: Neurotoxic metals: lead, mercury and manganese from research to prevention : a satellite meeting of 28th International ICOH Congress, June 11-16,2006, Milan, Italy : international workshop, June 17-18, 2006, Brescia, Italy. Brescia: School of Medicine, University of Brescia, 2006. 1 str. [COBISS.SI-ID 19930919]

644. OSREDKAR, Joško, HORVAT, Milena, KRSNIK, Mladen, KOBAL GRUM, Darja, ŽENKO, Bernard, DŽEROSKI, Sašo, KOBAL, Alfred Bogomir. Pineal hormone melatonin level in ex-mercury miners. In: ZOREC-KARLOVŠEK, Majda (ed.). Programme and abstracts. The International Association of Forensic Toxicologists, 44th International Meeting, 26th August-1st September, 2006, Ljubljana, Slovenia. Ljubljana: Medical Faculty, 2006. Str. 319. ISBN 961-6264-81-8. [COBISS.SI-ID 20103207]

645. GIBIČAR, Darija, KOCEV, Dragi, ŽENKO, Bernard, HORVAT, Milena, DŽEROSKI, Sašo, FAJON, Vesna, MAZZOLA, Barbara. Evaluation of biomarkers of exposure and effects of mercury using machine-learning methods : [presented at EUROTOX 2006/6 CTDC Congress, 20-24 September 2006, Cavtat, Croatia]. Toxicology letters. [Print ed.]. 2006, vol. 164s, str. s13-s14. ISSN 0378-4274. [COBISS.SI-ID 20224295]

646. DEBELJAK, Marko, DEMŠAR, Damjan, CORTET, Jérôme, DŽEROSKI, Sašo, HENNING KROGH, Paul. Effects of genetically modified Bt maize on earthworms and Collembola functional groups. In: Abstracts. 90th ESA Annual Meeting [jointly with the]IX International Congress of Ecology, August 7-12,2005, Montréal, Canada. [S.l.]: ESA, 2005. Str. 147-148. [COBISS.SI-ID 19244071]

647. DEMŠAR, Damjan, DEBELJAK, Marko, LAVIGNE, Claire, DŽEROSKI, Sašo. Modelling pollen dispersal of genetically modified oilseed rape within the field. In: Abstracts. 90th ESA Annual Meeting [jointly with the]IX International Congress of Ecology, August 7-12,2005, Montréal, Canada. [S.l.]: ESA, 2005. Str. 152. [COBISS.SI-ID 19243559]

648. POPIT, Andreja, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, FUMIAKI, Tsunomori, KENJI, Notsu. Influence of seismic activity on chemical parameters in ground water of japan and thermal water in Slovenia. In: 52 Annual Meeting of the Geochemical Society of Japan : September 26-28, 2005, Okinawa, Japan. [S.l.]: Geochemical Society of Japan, 2005. Str. 338. [COBISS.SI-ID 19642151]

649. PIVARD, Sandrine, LECOMTE, Jane, DEBELJAK, Marko, DEMŠAR, Damjan, DŽEROSKI, Sašo. Characterizing oilseed rape feral populations presence using data mining and GIS (Geographical Information System). In: KOMAROV, Alexander S. (ed.). Proceedings. The Fifth European Conference on Ecological Modelling ECEM 2005, Pushchino, Russia, September 19-23. Pushchino: Institute of Physicochemical and Biological Problems in Soil Science, cop. 2005. Str. 154-155. ISBN 5-7844-0120-3. [COBISS.SI-ID 19320615]

650. DEBELJAK, Marko, SQUIRE, Geoff, DEMŠAR, Damjan, DŽEROSKI, Sašo. Modelling soil seedbank of oilseed rape arable sites in UK. In: KOMAROV, Alexander S. (ed.). Proceedings. The Fifth European Conference on Ecological Modelling ECEM 2005, Pushchino, Russia, September 19-23. Pushchino: Institute of Physicochemical and Biological Problems in Soil Science, cop. 2005. Str. 50-51. ISBN 5-7844-0120-3. [COBISS.SI-ID 19320359]

651. ŽENKO, Bernard, DŽEROSKI, Sašo. Induction of predictive clustering rules. In: STARE, Janez (ed.), VIDMAR, Gaj (ed.), KOREN, Gašper (ed.). Program and abstracts. International Conference Applied Statistics 2005, Ribno (Bled), Slovenia, September 18-21, 2005. Ljubljana: Statistical Society of Slovenia, 2005. Str. 89-90. ISBN 961-90314-4-X. [COBISS.SI-ID 19281959]

652. DEBELJAK, Marko, DŽEROSKI, Sašo, DEMŠAR, Damjan. Modeling gene flow between GM and non-GM arable crops. In: STARE, Janez (ed.), VIDMAR, Gaj (ed.), KOREN, Gašper (ed.). Program and abstracts. International Conference Applied Statistics 2005, Ribno (Bled), Slovenia, September 18-21, 2005. Ljubljana: Statistical Society of Slovenia, 2005. Str. 38-40. ISBN 961-90314-4-X. [COBISS.SI-ID 19281703]

653. POPIT, Andreja, KOTNIK, Jože, ZMAZEK, Boris, ŽIVČIĆ, Mladen, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, VAUPOTIČ, Janja, HORVAT, Milena, KOBAL, Ivan. Radon and disolved gaseous mercury in Slovenian thermal waters : anomalous concentrations related to seismic activity. In: Survey of geo-hazards : challenge for instrumentation, data validation and quality assurance : book of abstracts. [4th Dresden Symposium, September 26-30,2005]. Dresden: SARAD, 2005. Str. 39. [COBISS.SI-ID 19340071]

654. OSREDKAR, Joško, HORVAT, Milena, KRSNIK, Mladen, ARNERIĆ, Niko, KOBAL GRUM, Darja, ŽENKO, Bernard, DŽEROSKI, Sašo, KOBAL, Alfred Bogomir. Could occupational exposure to mercury vapour influence on the activity of pineal gland. In: 10th International Congress of Toxicology, 11-15 July 2004, Tampere, Finland. Amsterdam: Elsevier, 2004. P758. Toxicology and applied pharmacology, Vol. 197, no. 3. ISSN 0041-008X. [COBISS.SI-ID 1586545]

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656. OSREDKAR, Joško, KRSNIK, Mladen, HORVAT, Milena, ŽENKO, Bernard, DŽEROSKI, Sašo, ARNERIĆ, Niko, KOBAL GRUM, Darja, KOBAL, Alfred Bogomir. Pineal hormone melatonin in blood and urine in ex miners of Idrija mercury mine. In: 7th ICMGP International Conference on Mercury as a Global Pollutant, Ljubljana, Slovenia, June 270 july 2, 2004 : final programme. Ljubljana, 2004. P591. [COBISS.SI-ID 1584753]

657. KOBAL, Alfred Bogomir, SEŠEK-BRIŠKI, Alenka, KRSNIK, Mladen, HORVAT, Milena, DIZDAREVIČ, Tatjana, ŽENKO, Bernard, DŽEROSKI, Sašo, ARNERIĆ, Niko, OSREDKAR, Joško. Potential kidney effects in ex-mines of the Idrija mercury mine exposed to elemental mercury and silica dust. In: 7th ICMGP International Conference on Mercury as a Global Pollutant, Ljubljana, Slovenia, June 270 july 2, 2004 : final programme. Ljubljana, 2004. P546. [COBISS.SI-ID 1585009]

658. DEMŠAR, Damjan, DŽEROSKI, Sašo, KROGH, Paul Henning, LARSEN, Thomas. Discovering the most important agricultural factors for soil microarthropods using machine learning methods. In: Abstracts. XIVth International Colloquium on Soil Zoology and Ecology, University of Rouen, Mont Saint Aignan, France, August 30 - September 3, 2004. [S.l.: s.n.], 2004. Str. 250. [COBISS.SI-ID 18619175]

659. KOBAL, Alfred Bogomir, SEŠEK-BRIŠKI, Alenka, KRSNIK, Mladen, HORVAT, Milena, DIZDAREVIČ, Tatjana, ŽENKO, Bernard, DŽEROSKI, Sašo, ARNERIĆ, Niko, OSREDKAR, Joško. An evaluation of renal function in mercury miners previously exposed to elemental mercury and silica dust. In: ZIDAR, Primož (ed.), et al. Book of abstracts & programme. 9th International Conference on Life Sciences of Slovenia - Life Sciences 2004 & 1 st International Congress on Toxicology in Slovenia with Workshops, Nova Gorica, Slovenia, September 18-22, 2004. Ljubljana: Slovenian Society of Toxicology, 2004. Str. 252-253. ISBN 961-91445-0-3. [COBISS.SI-ID 1566833]

660. OSREDKAR, Joško, HORVAT, Milena, KRSNIK, Mladen, ARNERIĆ, Niko, KOBAL GRUM, Darja, ŽENKO, Bernard, DŽEROSKI, Sašo, KOBAL, Alfred Bogomir. Occupational exposure to mercury vapour influence and the activity of pineal gland. In: ZIDAR, Primož (ed.), et al. Book of abstracts & programme. 9th International Conference on Life Sciences of Slovenia - Life Sciences 2004 & 1 st International Congress on Toxicology in Slovenia with Workshops, Nova Gorica, Slovenia, September 18-22, 2004. Ljubljana: Slovenian Society of Toxicology, 2004. Str. 188. ISBN 961-91445-0-3. [COBISS.SI-ID 1565809]

661. ATANASOVA, Nataša, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, KOMPARE, Boris. Domain library construction for knowledge-based equation discovery : an application in limnology. In: DŽEROSKI, Sašo (ed.), DEBELJAK, Marko (ed.), ŽENKO, Bernard (ed.). Proceedings. The Fourth European Conference on Ecological Modelling - ECEM 2004, Bled, Slovenia, September 27 - October 1, 2004. Ljubljana: Jožef Stefan Institute, 2004. Str. 17-18. ISBN 961-6303-60-0. [COBISS.SI-ID 18532903]

662. JERAJ, Marjeta, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, DEBELJAK, Marko. Application of machine learning methods to palaeoecological data. In: DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.), DEBELJAK, Marko (ed.). Proceedings. The Fourth International Workshop on Environmental Applications of Machine Learning (EAML 2004), Bled, Slovenia, September 27-October 1, 2004. Ljubljana: Jožef Stefan Institute, 2004. Str. 31-32. ISBN 961-6303-59-7. [COBISS.SI-ID 18534183]

663. ŽNIDARŠIČ, Martin, JAKULIN, Aleks, DŽEROSKI, Sašo. Automatic construction of concept hierarchies : the case of foliage-dwelling spiders. In: DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.), DEBELJAK, Marko (ed.). Proceedings. The Fourth International Workshop on Environmental Applications of Machine Learning (EAML 2004), Bled, Slovenia, September 27-October 1, 2004. Ljubljana: Jožef Stefan Institute, 2004. Str. 67-68. ISBN 961-6303-59-7. [COBISS.SI-ID 18522663]

664. KOBLER, Andrej, DŽEROSKI, Sašo, KERAMITSOGLOU, Iphigenia. Habitat mapping of an Ikonos satellite image using Kernel-based reclassification enhanced with machine learning. In: DŽEROSKI, Sašo (ed.), ŽENKO, Bernard (ed.), DEBELJAK, Marko (ed.). Proceedings. The Fourth International Workshop on Environmental Applications of Machine Learning (EAML 2004), Bled, Slovenia, September 27-October 1, 2004. Ljubljana: Jožef Stefan Institute, 2004. Str. 37-38. ISBN 961-6303-59-7. [COBISS.SI-ID 1309606]

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666. PETERLIN, Borut, KUNEJ, Tanja, HRISTOVSKI, Dimitar, DŽEROSKI, Sašo. Prognostic value of Y chromosome microdeletions for sperm retrieval. EJHG. European journal of human genetics. 2003, letn. 11, suppl. 1, str. 132. ISSN 1018-4813. [COBISS.SI-ID 19385049]

667. PETERLIN, Borut, KUNEJ, Tanja, HRISTOVSKI, Dimitar, DŽEROSKI, Sašo. Prognostic value of Y chromosome microdeetions for sperm retrieval. In: Final programme and abstracts = www.eshg.org/eshg2003. [Birmingham: European Society of Human Genetics, 2003]. Str. 132. European Journal of Human Genetics, Vol. 11, Supplement, 1. [COBISS.SI-ID 1442696]

668. PETERLIN, Borut, KUNEJ, Tanja, HRISTOVSKI, Dimitar, DŽEROSKI, Sašo. Analysis of the y chromosome microdeletion database (ycmdb) for genotype correlations. In: Genetics of male infertility : from research to clinic. Florence: University of Florence, [2003?]. Str. 84. [COBISS.SI-ID 1490312]

669. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, LJUBIČ, Peter. Discovery of polynomial equations for regression. In: MRVAR, Andrej (ed.), FERLIGOJ, Anuška (ed.). Program and abstracts. International Conference on Methodology and Statistics, Ljubljana, Slovenia, September 14-17, 2003. Ljubljana: Center of Methodology and Informatics, Institute of Social Sciences at Faculty of Social Sciences, 2003. Str. 67-70. ISBN 961-235-128-7. [COBISS.SI-ID 17745191]

670. ŽELEZNÝ, Filip, LAVRAČ, Nada, DŽEROSKI, Sašo. Using contraints in relational subgroup discovery. In: MRVAR, Andrej (ed.), FERLIGOJ, Anuška (ed.). Program and abstracts. International Conference on Methodology and Statistics, Ljubljana, Slovenia, September 14-17, 2003. Ljubljana: Center of Methodology and Informatics, Institute of Social Sciences at Faculty of Social Sciences, 2003. Str. 68-70. ISBN 961-235-128-7. [COBISS.SI-ID 17843239]

671. POPIT, Andreja, VAUPOTIČ, Janja, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, KOBAL, Ivan, DOLENEC, Tadej. Geochemical data measured in thermal waters processed with different regression methods for the purpose of earthquake prediction. In: Programme, abstracts, short reports. The 1st International Workshop on Earthquake Prediction, Athens, Greece, 6-7 November 2003. [Athens]: European Seismological Commission, 2003. [COBISS.SI-ID 17887271]

672. DŽEROSKI, Sašo. Relational data mining : [invited talk]. In: Book of abstracts : TARSKI meeting of the COST 274 : November 14-16, 2002, Prague, Czech Republic. [S.l.]: COST, 2002. [COBISS.SI-ID 17287975]

673. GOETHALS, P., DŽEROSKI, Sašo, DEDECKER, A., RAES, N., ADRIAENSSENS, V., GABRIELS, W., N. DE, Pauw. Comparing classification trees, artificial neural networks and fuzzy logic models to predict macroinvertebrate communiies in the Zwalm river basin (Flanders, Belgium). In: Abstract book. 2nd Symposium for European Freshwater Sciences, SEFS-2, hosted by University Paul Sabatier, Toulouse (France), 8-12 July 2001. [Toulouse: University Paul Sabatier], 2001. Str. 66. [COBISS.SI-ID 16404007]

674. DŽEROSKI, Sašo, GRBOVIĆ, Jasna, BLOCKEEL, Hendrik. Predicting river water communities with logical decision trees. In: Abstract book. 2nd Symposium for European Freshwater Sciences, SEFS-2, hosted by University Paul Sabatier, Toulouse (France), 8-12 July 2001. [Toulouse: University Paul Sabatier], 2001. Str. 49. [COBISS.SI-ID 16322599]

675. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Encoding domain knowledge on population dynamics modeling for equation discovery. In: Abstracts : MBR'01, [Model-based reasoning: scientific discovery, technological innovation, values] : Pavia, Italy, May 17-19, 2001. [S.l.: s.n.], 2001. Str. 27. [COBISS.SI-ID 16322855]

676. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Encoding and using knowledge on population dynamics processes for equation discovery. In: Conference programme [and] book of abstracts and list of participants. the Third European Ecological Modelling Conference, Dubrovnik, Croatia, September 10-15, 2001. [Zagreb]: International Society for Ecological Modelling, European chapter, 2001. Str. 12. [COBISS.SI-ID 16325415]

677. JERINA, Klemen, DEBELJAK, Marko, DŽEROSKI, Sašo, KOBLER, Andrej, ADAMIČ, Miha. Modelling the parameters of brown bear population in Slovenia - a tool in the conservation management of threatened species. In: Conference programme [and] book of abstracts and list of participants. the Third European Ecological Modelling Conference, Dubrovnik, Croatia, September 10-15, 2001. [Zagreb]: International Society for Ecological Modelling, European chapter, 2001. Str. 13. [COBISS.SI-ID 16325671]

678. DŽEROSKI, Sašo, GRBOVIĆ, Jasna, BLOCKEEL, Hendrik. Predicting river water communicaties with logical decision trees. In: Conference programme [and] book of abstracts and list of participants. the Third European Ecological Modelling Conference, Dubrovnik, Croatia, September 10-15, 2001. [Zagreb]: International Society for Ecological Modelling, European chapter, 2001. Str. 11. [COBISS.SI-ID 16325159]

679. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, LANGLEY, Pat, POTTER, Christopher. Using equation discovery to revise an earth ecosystem model of the carbon net production. In: Conference programme [and] book of abstracts and list of participants. the Third European Ecological Modelling Conference, Dubrovnik, Croatia, September 10-15, 2001. [Zagreb]: International Society for Ecological Modelling, European chapter, 2001. Str. 43. [COBISS.SI-ID 16325927]

680. DŽEROSKI, Sašo, DRUMM, Darrin. Using machine learning to identify the habitant preference of the sea cucmber, Holothria leucospilota on Rarotonga, Cook Islands. In: Conference programme [and] book of abstracts and list of participants. the Third European Ecological Modelling Conference, Dubrovnik, Croatia, September 10-15, 2001. [Zagreb]: International Society for Ecological Modelling, European chapter, 2001. Str. 10. [COBISS.SI-ID 16324903]

681. HRISTOVSKI, Dimitar, PETERLIN, Borut, DŽEROSKI, Sašo. Literature based discovery support system and its application to disease gene identification. JAMIA. Journal of the American Medical Informatics Association. 2001, suppl. , str. 928. ISSN 1067-5027. [COBISS.SI-ID 14011865]

682. DŽEROSKI, Sašo. Applications of symbolic machine learning. In: Abstract book. 2nd International Conference on Applications of Machine Learning to Ecological Modeling, Adelaide, Australia, 27 November - 1 December 2000. Adelaide: Adelaide University, 2000. Str. 33. [COBISS.SI-ID 15544871]

683. KOBLER, Andrej, HOČEVAR, Milan, DŽEROSKI, Sašo. Forest border identification by rule-based classification of landsat TM and GIS data. In: KOSMATIN FRAS, Mojca (ed.), MUSSIO, Luigi (ed.), CROSILLA, Fabio (ed.). Bridging the gap : ISPRS WG VI/3 and IV/3 Workshop, Ljubljana, February 2-5, 2000 : Collection of Abstracts. Institute of Geodesy, Cartography and Photogrammetry: Ljubljana, 2000. Str. 35. [COBISS.SI-ID 613286]

684. HRISTOVSKI, Dimitar, PETERLIN, Borut, DŽEROSKI, Sašo. Discovery support system : approach to gene identification and pathogenesis. In: ERŽEN, Ida (ed.), ŠTIBLAR-MARTINČIČ, Draga (ed.). Life sciences 2000 : programme, abstracts, Gozd Martuljek, September 28th to October 1st, 2000. Ljubljana: Slovenian Society for Stereology and Quantitative Image Analysis, 2000. Str. 150. [COBISS.SI-ID 11913945]

685. KOBLER, Andrej, HOČEVAR, Milan, DŽEROSKI, Sašo. Mapping spontaneous afforestation 1981-1995 in Slovenia by remote sensing and GIS. In: Proceedings of 2nd ICGESA 2000. International conference on GIS for Earth science applications, 11-14 September, 2000, Menemen-Izmir, Turkey. [S.l.]: Organizing Committee for ICGESA, 2000. Str. 45. [COBISS.SI-ID 694950]

686. DEBELJAK, Marko, DŽEROSKI, Sašo, KOBLER, Andrej, ADAMIČ, Miha. Habitat suitability modeling and prediction for a population of red deer (Cervus elaphus L.) in South-Western Slovenia. In: European ecological modelling conference, Pula, Croatia, September, 20-24, 1999 : book of abstracts : conference programme. Second european ecological modelling conference, Pula, Croatia, September 20-24, 1999. Pula: European society for ecological modelling, European chapter: Ruđer Bošković Institute, 1999. Str. 21. [COBISS.SI-ID 556966]

687. DEBELJAK, Marko, DŽEROSKI, Sašo, ADAMIČ, Miha. Interactions among the red deer (Cervus elaphus, L.) population, meteorological parameters and new growth of the natural regenerated forest in Sneznik, Slovenia. In: Abstracts : 1998 Annual meeting. Baltimore: International Society for Ecological Modelling, 1998. Str. 6. [COBISS.SI-ID 379046]

688. KOMPARE, Boris, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Modelling and prediction of phytoplankton growth in a lake using artificial intelligence tools. In: Book of abstracts. Dublin: Societas Internationalis Limnologiae, 1998. Str. 37. [COBISS.SI-ID 455521]

689. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, KOMPARE, Boris. Modeling and prediction of phytoplankton growth with equation discovery. In: First European ecological modelling conference : Pula, Croatia, September 16-19. 1997. Pula: International society for ecological modelling, 1997. Str. 40. [COBISS.SI-ID 212065]

690. DŽEROSKI, Sašo, TODOROVSKI, L., PETROVSKI, I. Dynamical system identification with machine learning. In: ROSCA, Justinian P. (ed.). Proceedings of the workshop on genetic programming : from theory to real-world applications : held in conjunction with the Twelfth International Conference on Machine Learning, Tahoe City, California, July 9, 1995. [Rochester]: University of Rochester, [1995?]. Str. 50-63. [COBISS.SI-ID 11916839]

691. DŽEROSKI, Sašo, KOBLER, Andrej, FAJFAR, Dušan. Napovedovalni GIS model požarne ogroženosti naravnega okolja. In: Posvet Požari v naravnem okolju : zbirka referatov. Dnevi zaščite in reševanja, Nova Gorica, 18.-20.10.2007. Ljubljana: Uprava RS za zaščito in reševanje: Gasilska zveza Slovenije: Slovensko združenje za požarno varnost, 2007. [9 str.], ilustr. [COBISS.SI-ID 2079910]

692. RECKNAGEL, Friedrich, KOCEV, Dragi, HONGQIN, Cao, CASTELO BRANCO, Christina, MINOTI, Ricardo, DŽEROSKI, Sašo. Inferential modelling of population dynamics. In: RECKNAGEL, Friedrich (ed.), MICHENER, William K. (ed.). Ecological informatics : data management and knowledge discovery. 3rd ed. Cham: Springer, 2017. Str. 161-188. ISBN 978-3-319-59926-7, ISBN 978-3-319-59926-7. [COBISS.SI-ID 30863911]

693. KUTNAR, Lado, KOBLER, Andrej, DŽEROSKI, Sašo. Napovedi spreminjanja deleža bukovih gozdov in obilja bukve v spremenjenih okoljskih razmerah. In: BONČINA, Andrej (ed.). Bukovi gozdovi v Sloveniji : ekologija in gospodarjenje. Ljubljana: Oddelek za gozdarstvo in obnovljive gozdne vire, Biotehniška fakulteta, 2012. Str. 259-270, ilustr. ISBN 978-961-6020-65-7. [COBISS.SI-ID 3529638]

694. DŽEROSKI, Sašo, PANOV, Panče, ŽENKO, Bernard. Machine learning, ensemble methods in. In: MEYERS, Robert A. (ed.). Computational complexity : theory, techniques, and applications. New York: Springer, cop. 2012. Str. 1781-1789. ISBN 1-4614-1799-6, ISBN 978-1-4614-1799-6. [COBISS.SI-ID 27752231]

695. GREGORIČ, Asta, ZMAZEK, Boris, DŽEROSKI, Sašo, TORKAR, Drago, VAUPOTIČ, Janja. Radon as an earthquake precursor - methods for detecting anomalies. In: D'AMICO, Sebastiano (ed.). Earthquake research and analysis : statistical studies, observations and planning. Rijeka: InTech, cop. 2011. Str. 179-196. ISBN 978-953-51-0134-5. [COBISS.SI-ID 25733927]

696. MAKSIMOVIĆ, Daniela, DEBELJAK, Marko, CECI, Michelangelo, APPICE, Annalisa, MALERBA, Donato, DŽEROSKI, Sašo. Dealing with spatial autocorrelation in gene flow modeling. In: JORDÁN, Ferenc (ed.), JØRGENSEN, Sven Erik (ed.). Models of the ecological hierarchy : from molecules to the ecosphere. [S. l.]: Elsevier, 2012. Str. 35-49. ISBN 978-0-44459-396-2, ISBN 0-44459-396-9. [COBISS.SI-ID 26242343]

697. DEBELJAK, Marko, DŽEROSKI, Sašo. Decision trees in ecological modelling. In: JOPP, Fred (ed.). Modeling complex ecological dynamics : an introduction into ecological modelling for students, teachers & scientists. Berlin; Heidelberg [etc.]: Springer, cop. 2011. Str. 197-209. ISBN 978-3-642-05028-2, ISBN 3-642-05028-X. [COBISS.SI-ID 24842535]

698. DŽEROSKI, Sašo. Relational data mining. In: MAIMON, Oded Z. (ed.), ROKACH, Lior (ed.). Data mining and knowledge discovery handbook. 2nd ed. New York; London: Springer, 2010. Str. 887-911. ISBN 978-03-87-09822-7, ISBN 0-387-09822-4. [COBISS.SI-ID 24440871]

699. DŽEROSKI, Sašo. Inductive databases and constraint-based Data mining : introduction and overview. In: DŽEROSKI, Sašo (ed.), GOETHALS, Bart (ed.), PANOV, Panče (ed.). Inductive databases and constraint-based data mining. New York [etc.]: Springer, 2010. Str. 3-26. ISBN 978-1-4419-7737-3, ISBN 978-1-4899-8217-9. [COBISS.SI-ID 24216615]

700. PANOV, Panče, SOLDATOVA, Larisa N., DŽEROSKI, Sašo. Representing entities in the OntoDM data mining ontology. In: DŽEROSKI, Sašo (ed.), GOETHALS, Bart (ed.), PANOV, Panče (ed.). Inductive databases and constraint-based data mining. New York [etc.]: Springer, 2010. Str. 27-58, ilustr. ISBN 978-1-4419-7737-3, ISBN 978-1-4899-8217-9. [COBISS.SI-ID 24216359]

701. STRUYF, Jan, DŽEROSKI, Sašo. Constrained predictive clustering. In: DŽEROSKI, Sašo (ed.), GOETHALS, Bart (ed.), PANOV, Panče (ed.). Inductive databases and constraint-based data mining. New York [etc.]: Springer, 2010. Str. 155-175, ilustr. ISBN 978-1-4419-7737-3, ISBN 978-1-4899-8217-9. [COBISS.SI-ID 24216103]

702. VENS, Celine, SCHIETGAT, Leander, STRUYF, Jan, BLOCKEEL, Hendrik, KOCEV, Dragi, DŽEROSKI, Sašo. Predicting gene function using predictive clustering trees. In: DŽEROSKI, Sašo (ed.), GOETHALS, Bart (ed.), PANOV, Panče (ed.). Inductive databases and constraint-based data mining. New York [etc.]: Springer, 2010. Str. 365-387, ilustr. ISBN 978-1-4419-7737-3, ISBN 978-1-4899-8217-9. [COBISS.SI-ID 24215847]

703. SLAVKOV, Ivica, DŽEROSKI, Sašo. Analyzing gene expression data with predictive clustering trees. In: DŽEROSKI, Sašo (ed.), GOETHALS, Bart (ed.), PANOV, Panče (ed.). Inductive databases and constraint-based data mining. New York [etc.]: Springer, 2010. Str. 389-406, ilustr. ISBN 978-1-4419-7737-3, ISBN 978-1-4899-8217-9. [COBISS.SI-ID 24215335]

704. DŽEROSKI, Sašo. Data mining in a nutshell. In: DŽEROSKI, Sašo (ed.), LAVRAČ, Nada (ed.). Relational data mining. Berlin; Heidelberg: Springer, cop. 2010. Str. 3-27, ilustr. ISBN 978-3-642-07604-6. [COBISS.SI-ID 257104640]

705. DŽEROSKI, Sašo, LAVRAČ, Nada. An introduction to inductive logic programming. In: DŽEROSKI, Sašo (ed.), LAVRAČ, Nada (ed.). Relational data mining. Berlin; Heidelberg: Springer, cop. 2010. Str. 48-73, ilustr. ISBN 978-3-642-07604-6. [COBISS.SI-ID 257101568]

706. DŽEROSKI, Sašo. Relational data mining applications : an overview. In: DŽEROSKI, Sašo (ed.), LAVRAČ, Nada (ed.). Relational data mining. Berlin; Heidelberg: Springer, cop. 2010. Str. 339-364, ilustr. ISBN 978-3-642-07604-6. [COBISS.SI-ID 257105408]

707. TODOROVSKI, Ljupčo, WEBER, Irene, LAVRAČ, Nada, STĚPÁNKOVA, Olga, DŽEROSKI, Sašo, KAZAKOV, Dimitar, ZUPANIČ, Darko, FLACH, Peter A. Internet resources on ILP for KDD. In: DŽEROSKI, Sašo (ed.), LAVRAČ, Nada (ed.). Relational data mining. Berlin; Heidelberg: Springer, cop. 2010. Str. 375-388, ilustr. ISBN 978-3-642-07604-6. [COBISS.SI-ID 257107456]

708. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Modeling the dynamics of biological networks from time course data. In: CHOI, Sangdun (ed.). Systems biology for signaling networks. New York [etc.]: Springer, 2010. Str. 275-294. Systems biology, vol. 1. ISBN 978-1-4419-5796-2, ISBN 978-1-4419-5797-9. [COBISS.SI-ID 24225831]

709. DŽEROSKI, Sašo. Machine learning aplications in habitat suitability modeling. In: HAUPT, Sue Ellen (ed.), PASINI, Antonello (ed.), MARZBAN, Caren (ed.). Artificial intelligence methods in the environmental sciences. [Dordrecht]: Springer, cop. 2009. Str. 397-411. ISBN 978-1-4020-9117-9, ISBN 1-4020-9117-6, ISBN 978-1-4020-9118-6, ISBN 1-4020-9118-4, ISBN 978-1-4020-9119-3, ISBN 1-4020-9119-2. [COBISS.SI-ID 22320423]

710. DŽEROSKI, Sašo, PANOV, Panče, ŽENKO, Bernard. Machine learning ensemble methods in. In: MEYERS, Robert A. (ed.). Encyclopedia of complexity and systems science. New York: Springer, cop. 2009. Zv. 6, str. 5317-5325. ISBN 978-0-387-69572-3, ISBN 0-387-69572-9, ISBN 978-0-387-75888-6, ISBN 0-387-75888-7. [COBISS.SI-ID 22768423]

711. DEBELJAK, Marko, DŽEROSKI, Sašo. Applications of data mining in ecological modelling. In: JØRGENSEN, Sven Erik (ed.), CHON, T. -S. (ed.), RECKNAGEL, Friedrich (ed.). Handbook of ecological modelling and informatics. Southampton; Boston: WIT, cop. 2009. Str. 409-424. ISBN 978-184564-207-5. [COBISS.SI-ID 23072039]

712. DŽEROSKI, Sašo. Data mining. In: JØRGENSEN, Sven Erik (ed.). Encyclopedia of ecology. Amsterdam; London: Elsevier, 2008. Zv. 2, str. 821-830. ISBN 978-0-444-52033-3, ISBN 0-444-52033-3, ISBN 978-0-0804-5397-2, ISBN 0-0804-5397-X, ISBN 0-0804-5398-8, ISBN 978-0-0804-5398-9, ISBN 0-0804-5399-6, ISBN 978-0-0804-5399-6, ISBN 978-0-0804-5400-9, ISBN 0-0804-5400-3, ISBN 0-0804-5401-1, ISBN 978-0-0804-5401-6. [COBISS.SI-ID 21904935]

713. DŽEROSKI, Sašo. Inductive logic programming in an Nutshell. In: GETOOR, Lise (ed.), TASKAR, Ben (ed.). Introduction to statistical relational learning. Cambridge; London: MIT Press, cop. 2007. Str. 57-92. Adaptive computation and machine learning. ISBN 978-0-262-07288-5, ISBN 0-262-07288-2. [COBISS.SI-ID 21257511]

714. ATANASOVA, Nataša, RECKNAGEL, Friedrich, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, KOMPARE, Boris. Computational Assemblage of Ordinary Differential Equations for Chlorophyll-a Using a Lake Process Equation Library and Measured Data of Lake Kasumigaura. In: RECKNAGEL, Friedrich (ed.). Ecological informatics : scope, techniques, and applications. 2nd ed. Berlin; New York: Springer, cop. 2006. Str. 409-427, graf. prikazi. ISBN 3-540-28383-8. [COBISS.SI-ID 3276129]

715. DŽEROSKI, Sašo. Knowledge discovery and data mining. In: Encyclopedia of artificial intelligence. [S.l.]: The Japanese Society for Artificial Intelligence, 2006. Str. 648-658. ISBN 4-320-12107-4. [COBISS.SI-ID 19611943]

716. DŽEROSKI, Sašo. Relation data mining. In: MAIMON, Oded Z. (ed.), ROKACH, Lior (ed.). Data mining and knowledge discovery handbook. New York: Springer, cop. 2005. Str. 869-897. ISBN 0-387-24435-2, ISBN 0-387-25465-X. [COBISS.SI-ID 19613735]

717. DŽEROSKI, Sašo. Relational reinforcement learning for agents in worlds with objects. In: ALONSO, E. (ed.), KUDENKO, D. (ed.), KAZAKOV, D. (ed.). Adaptive agents and multi-agent systems. Heidelberg: Springer, 2003. Str. 306-321. Lecture notes in computer science, Lecture notes in artificial intelligence, 2636. ISBN 3-540-40068-0. ISSN 0302-9743. [COBISS.SI-ID 17434151]

718. DŽEROSKI, Sašo. Inductive logic programming approaches. In: KLÖSGEN, Willi (ed.), ŻYTKOW, Jan M. (ed.). Handbook of data mining and knowledge discovery. Oxford [etc.]: Oxford University Press, 2002. Str. 348-353. ISBN 0-19-511831-6. [COBISS.SI-ID 17287463]

719. DŽEROSKI, Sašo. Environmental sciences. In: KLÖSGEN, Willi (ed.), ŻYTKOW, Jan M. (ed.). Handbook of data mining and knowledge discovery. Oxford [etc.]: Oxford University Press, 2002. Str. 817-830. ISBN 0-19-511831-6. [COBISS.SI-ID 17287207]

720. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Encoding and using domain knowledge on population dynamics for equation discovery. In: MAGNANI, Lorenzo (ed.), NERSESSIAN, Nancy J. (ed.), PIZZI, Claudio (ed.). Logical and computational aspects of model-based reasoning. Dordrecht; Boston; London: Kluwer, cop. 2002. Str. 227-247. Applied logic series, vol. 25. ISBN 1-4020-0712-4. [COBISS.SI-ID 17099303]

721. DŽEROSKI, Sašo, LAVRAČ, Nada. An introduction to inductive logic programming. In: DŽEROSKI, Sašo (ed.), LAVRAČ, Nada (ed.). Relational data mining. Berlin [etc.]: Springer, 2001. Str. 48-73. ISBN 3-540-42289-7. [COBISS.SI-ID 16147495]

722. DŽEROSKI, Sašo. Relational data mining applications : an overview. In: DŽEROSKI, Sašo (ed.), LAVRAČ, Nada (ed.). Relational data mining. Berlin [etc.]: Springer, 2001. Str. 339-364. ISBN 3-540-42289-7. [COBISS.SI-ID 16147751]

723. TODOROVSKI, Ljupčo, WEBER, Irene, LAVRAČ, Nada, STĚPÁNKOVA, Olga, DŽEROSKI, Sašo, KAZAKOV, Dimitar, ZUPANIČ, Darko, FLACH, Peter. Internet resources on ILP for KDD. In: DŽEROSKI, Sašo (ed.), LAVRAČ, Nada (ed.). Relational data mining. Berlin [etc.]: Springer, 2001. Str. 375-388. ISBN 3-540-42289-7. [COBISS.SI-ID 16148007]

724. DŽEROSKI, Sašo. Data mining in a nutshell. In: DŽEROSKI, Sašo (ed.), LAVRAČ, Nada (ed.). Relational data mining. Berlin [etc.]: Springer, 2001. Str.3-27. ISBN 3-540-42289-7. [COBISS.SI-ID 16147239]

725. DŽEROSKI, Sašo, CUSSENS, James, MANANDHAR, Suresh. An introduction to inductive logic programming and learning language in logic. In: CUSSENS, James (ed.), DŽEROSKI, Sašo (ed.). Learning language in logic. Berlin [etc.]: Springer, 2000. Str. 3-35. Lecture notes in computer science, 1925, Lecture notes in artificial intelligence. ISBN 3-540-41145-3. [COBISS.SI-ID 15623207]

726. DŽEROSKI, Sašo, ERJAVEC, Tomaž. Learning to lemmatise Slovene words. In: CUSSENS, James (ed.), DŽEROSKI, Sašo (ed.). Learning language in logic. Berlin [etc.]: Springer, 2000. Str. 69-88. Lecture notes in computer science, 1925, Lecture notes in artificial intelligence. ISBN 3-540-41145-3. [COBISS.SI-ID 15544359]

727. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, BRATKO, Ivan, KOMPARE, Boris, KRIŽMAN, Viljem. Equation discovery with ecological applicatins. In: FIELDING, Alan H. (ed.). Machine learning methods for ecological applications. Boston; Dordrecht; London: Kluwer Academic Publishers, 1999. Str. 185-207. ISBN 0-412-84190-8. [COBISS.SI-ID 14401831]

728. DŽEROSKI, Sašo, GRBOVIĆ, Jasna, WALLEY, William J. Machine learning applications in biological classification of river water quality. In: MICHALSKI, Ryszard S. (ed.), BRATKO, Ivan (ed.), KUBAT, Miroslav (ed.). Machine learning and data mining : methods and applications. Chichester [etc.]: J. Wiley & Sons, cop. 1998. Str. 429-448. ISBN 0-471-97199-5. [COBISS.SI-ID 13165607]

729. LAVRAČ, Nada, GAMBERGER, Dragan, DŽEROSKI, Sašo. Noise elimination applied to early diagnosis of rheumatic diseases. In: LAVRAČ, Nada (ed.), KERAVNOU, Elpida (ed.), ZUPAN, Blaž (ed.). Intelligent Data Analysis in Medicine and Pharmacology. Boston; Dordrecht; London: Kluwer Academic Publishers, 1997. Str. 187-205. ISBN 0-7923-8000-2. [COBISS.SI-ID 12598823]

730. DŽEROSKI, Sašo, SCHULZE-KREMER, Steffen, HEIDTKE, Karsten R., SIEMS, Karsten, WETTSCHERECK, Dietrich. Diterpene structure elucidation from ▫$13^C$▫ NMR-spectra with machine learning. In: LAVRAČ, Nada (ed.), KERAVNOU, Elpida (ed.), ZUPAN, Blaž (ed.). Intelligent Data Analysis in Medicine and Pharmacology. Boston; Dordrecht; London: Kluwer Academic Publishers, 1997. Str. 207-225. ISBN 0-7923-8000-2. [COBISS.SI-ID 12765479]

731. LAVRAČ, Nada, DŽEROSKI, Sašo, BRATKO, Ivan. Handling imperfect data in inductive logic programming. In: DE RAEDT, Luc (ed.). Advances in inductive logic programming. Amsterdam [etc.]: IOS Press: Ohmsha, 1996. Str. 48-64. Frontiers in artificial intelligence and applications, Vol. 32. ISBN 90-5199-242-4, ISBN 4-274-90070-3. ISSN 0922-6389. [COBISS.SI-ID 2721302]

732. DŽEROSKI, Sašo, BRATKO, Ivan. Applications of inductive logic programming. In: DE RAEDT, Luc (ed.). Advances in inductive logic programming. Amsterdam [etc.]: IOS Press: Ohmsha, 1996. Str. 65-81. Frontiers in artificial intelligence and applications, Vol. 32. ISBN 90-5199-242-4, ISBN 4-274-90070-3. ISSN 0922-6389. [COBISS.SI-ID 569684]

733. DŽEROSKI, Sašo. Inductive logic programming and knowledge discovery in databases. In: FAYYAD, Usama M. (ed.), et al. Advances in knowledge discovery and data mining. Menlo Park: AAAI Press; Cambridge (Mass.); London: The MIT Press, cop. 1996. Str. 118-152. ISBN 0-262-56097-6. [COBISS.SI-ID 12259623]

734. DŽEROSKI, Sašo, MUGGLETON, S., RUSSELL, S. PAC-learnability of constrained nonrecursive logic programs. In: PETSCHE, Thomas (ed.), JOSÉ HANSON, Stephen (ed.), SHAVLIK, Jude (ed.). Computational learning theory and natural learning systems. vol. III, selecting good models. Cambridge; London: The MIT Press, 1995. Str. 243-255. ISBN 0-262-58126-4. [COBISS.SI-ID 11917607]

735. DŽEROSKI, Sašo, LAVRAČ, Nada. Refinement graphs for FOIL and LINUS. In: MUGGLETON, Stephen (ed.). Inductive logic programming. London [etc.]: Academic Press, 1992. Str. 319-333. The A.I.P.C. Series, No 38. ISBN 0-12-509715-8. [COBISS.SI-ID 2714646]

736. LAVRAČ, Nada, DŽEROSKI, Sašo. Inductive learning of relations from noisy examples. In: MUGGLETON, Stephen (ed.). Inductive logic programming. London [etc.]: Academic Press, 1992. Str. 495-516. The A.I.P.C. Series, No 38. ISBN 0-12-509715-8. [COBISS.SI-ID 2715670]

737. KRALJ NOVAK, Petra, ŠMUC, Tomislav, DŽEROSKI, Sašo. Preface. In: KRALJ NOVAK, Petra (ed.), ŠMUC, Tomislav (ed.), DŽEROSKI, Sašo (ed.). Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, : proceedings. Cham: Springer, 2019. Lncs 11828, str. v-vi. Lecture notes in computer science, Lecture notes in artificial intelligence, 11828. ISBN 978-3-030-33778-0, ISBN 978-3-030-33778-0. ISSN 0302-9743. https://link.springer.com/content/pdf/10.1007%2F978-3-030-33778-0.pdf. [COBISS.SI-ID 32865831]

738. CECI, Michelangelo, DŽEROSKI, Sašo. Preface. In: ALTUN, Yasemin (ed.), et al. Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2017 : Skopje, Macedonia, September 18-22, 2017 : proceedings. part III. Cham: Springer, 2017. Str. v. Lecture notes in artificial intelligence, Lecture notes in artificial intelligence, LNAI 10536. ISBN 978-3-319-71272-7, ISBN 978-3-319-71273-4. ISSN 0302-9743. [COBISS.SI-ID 31157031]

739. CECI, Michelangelo, HOLLMÉN, Jaakko, TODOROVSKI, Ljupčo, VENCE, Céline, DŽEROSKI, Sašo. Preface. In: CECI, Michelangelo (ed.), TODOROVSKI, Ljupčo (ed.), DŽEROSKI, Sašo (ed.). Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2017 Skopje, Macedonia, September 18-22, 2017. Part II. Cham: Springer, 2017. Str. v. Lecture notes in artificial intelligence, Lecture notes in artificial intelligence, LNAI 10535. ISBN 978-3-319-71245-1, ISBN 978-3-319-71246-8. ISSN 0302-9743. [COBISS.SI-ID 31156519]

740. CECI, Michelangelo, HOLLMÉN, Jaakko, TODOROVSKI, Ljupčo, VENCE, Céline, DŽEROSKI, Sašo. Preface. In: CECI, Michelangelo (ed.), TODOROVSKI, Ljupčo (ed.), DŽEROSKI, Sašo (ed.). Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017. Part I : proceedings. Cham: Springer, 2017. Str. v. Lecture notes in artificial intelligence, Lecture notes in artificial intelligence, LNAI 10534. ISBN 978-3-319-71248-2, ISBN 978-3-319-71249-9. ISSN 0302-9743. [COBISS.SI-ID 31153703]

741. DŽEROSKI, Sašo, KOCEV, Dragi, PANOV, Panče. Special issue on discovery science. Machine learning. [Print ed.]. 2016, vol. 105, no. 1, str. 1-2. ISSN 0885-6125. DOI: 10.1007/s10994-016-5589-1. [COBISS.SI-ID 29747239]

742. DŽEROSKI, Sašo, PANOV, Panče, KOCEV, Dragi. [Preface]. In: [Conference brochure]. The 25th International Conference on Algorithms Learning Theory & the 17th International Conference on Discovery Science, October 9-10, 2014, Bled, Slovenia. [S. l.: s. n.], 2014. 1 str. [COBISS.SI-ID 28017191]

743. DŽEROSKI, Sašo, PANOV, Panče, KOCEV, Dragi, TODOROVSKI, Ljupčo. Preface. In: DŽEROSKI, Sašo (ed.), et al. Discovery science : 17th International Conference, DS 2014, Bled, Slovenia, October 8-10 : proceedings. Heidelberg [etc.]: Springer, 2014. Vol. 8777, str. v.-vi. Lecture notes in computer science, Lecture notes in artificial intelligence, 8777. ISBN 978-3-319-11811-6, ISBN 978-3-319-11812-3. ISSN 0302-9743. [COBISS.SI-ID 27983911]

744. DŽEROSKI, Sašo, GOETHALS, Bart, PANOV, Panče. Preface. In: DŽEROSKI, Sašo (ed.), GOETHALS, Bart (ed.), PANOV, Panče (ed.). Inductive databases and constraint-based data mining. New York [etc.]: Springer, 2010. Str. v-vii. ISBN 978-1-4419-7737-3, ISBN 978-1-4899-8217-9. [COBISS.SI-ID 24215591]

745. DŽEROSKI, Sašo, ROGERS, Simon, SANGUINETTI, Guido. Preface. In: DŽEROSKI, Sašo (ed.), ROGERS, Simon (ed.), SANGUINETTI, Guido (ed.). Machine learning in system biology : proceedings of the Fourth International Workshop [ICSB 2010], Edinburgh, Scotland, October 15-16, 2010. [s. l.: s. n.], 2010. 1 str. [COBISS.SI-ID 24052775]

746. DŽEROSKI, Sašo, GEURTS, Pierre, ROUSU, Juho. Proceedings of the Third International Workshop on Machine Learning in Systems Biology : revised selected papers. In: DŽEROSKI, Sašo (ed.), GEURTS, Pierre (ed.), ROUSU, Juho (ed.). Proceedings of the Third International Workshop on Machine Learning in Systems Biology, September 5-6, 2009, Ljubljana, Slovenia. Cambridge: MIT Press, 2010. Vol. 8, str. 1-2. Journal of machine learning research, vol. 8, 2010. ISSN 1533-7928. [COBISS.SI-ID 24514087]

747. DŽEROSKI, Sašo, GEURTS, Pierre, ROUSU, Juho. Preface. In: DŽEROSKI, Sašo (ed.), GEURTS, Pierre (ed.), ROUSU, Juho (ed.). Machine learning in systems biology : proceedings of the Third International Workshop, September 5-6, 2009, Ljubljana, Slovenia. Helsinki: Department of Computer Science, University, 2009. 1 str. Julkaisusarja - Helsingin yliopisto. Tietojenkäsittelytieteen laitos, report B-2009-1. ISBN 978-952-10-5699-4. ISSN 1458-4786. [COBISS.SI-ID 22827815]

748. DŽEROSKI, Sašo, TODOROVSKI, Ljupčo. Preface. In: DŽEROSKI, Sašo (ed.), TODOROVSKI, Ljupčo (ed.). Computational discovery of scientific knowledge : introduction, techniques, and applications in environmental and life sciences. Berlin; Heidelberg: Springer, 2007. Vol. 4660, str. [v]-vi. Lecture notes in computer science, Lecture notes in artifical intelligence, 4660, State-of-the-art-survey. ISBN 978-3-540-73919-7, ISBN 3-540-73919-X. ISSN 0302-9743. [COBISS.SI-ID 20975143]

749. DŽEROSKI, Sašo, STRUYF, Jan. Preface. In: DŽEROSKI, Sašo (ed.), STRUYF, Jan (ed.). Knowledge discovery in inductive databases. 5th International Workshop, KDID 2006, Berlin, Germany, September 2006, [in conjunction with ECML/PKDD 2006, 17th European Conference on Machine Learning and the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases]. Berlin; Heidelberg; New York: Springer, 2007. Str. [v]. Lecture notes in computer science, vol. 4747. ISBN 3-540-75548-9, ISBN 978-3-540-75548-7. ISSN 0302-9743. [COBISS.SI-ID 21238311]

750. DŽEROSKI, Sašo, ŽENKO, Bernard, DEBELJAK, Marko. The Fourth International Workshop on Environmental Applications of Machine Learning, 27 September - 1 October 2004, Bled, Slovenia : editorial. Ecological modelling. [Print ed.]. 2006, vol. 191, str. 1-3. ISSN 0304-3800. [COBISS.SI-ID 19690535]

751. DŽEROSKI, Sašo, DEBELJAK, Marko, ŽENKO, Bernard. The Fourth European conference on Ecological modelling, September 27 - October 1, 2004, Bled, Slovenia. Ecological modelling. [Print ed.]. 2006, vol. 194, str. 1-2. ISSN 0304-3800. [COBISS.SI-ID 19819303]

752. DŽEROSKI, Sašo, STRUYF, Jan. Preface. In: DŽEROSKI, Sašo (ed.), STRUYF, Jan (ed.). Proceedings of the 5th International workshop on Knowledge discovery in inductive database. 17th European Conference on Machine Learning (ECML) and 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), September 18th - 22nd, 2006, Berlin, Germany. [S.l.: s. n.], 2006. Str. i. [COBISS.SI-ID 20161575]

753. DŽEROSKI, Sašo, BLOCKEEL, Hendrik. Foreword. In: DŽEROSKI, Sašo (ed.), BLOCKEEL, Hendrik (ed.). KDD 2005 : [proceedings of the 4th International Workshop on Multi-relational Data Mining (MRDM-2005) [as part of] Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD-2005] : Chicago, Illinos, USA, August 21, 2005. [S.l.: s.n.], 2005. 2 str. [COBISS.SI-ID 19609895]

754. DŽEROSKI, Sašo, BLOCKEEL, Hendrik. Foreword. In: DŽEROSKI, Sašo (ed.), BLOCKEEL, Hendrik (ed.). Proceedings of the 3rd International Workshop on Multi-Relational Data Mining (MRDM-2004) [as a part of the] Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2004) : Seattle, Washington, USA, August 22, 2004. [S.l.: s.n.], 2004. 2 str. [COBISS.SI-ID 18714151]

755. DŽEROSKI, Sašo, ŽENKO, Bernard, DEBELJAK, Marko. Foreword. In: DŽEROSKI, Sašo (ed.), DEBELJAK, Marko (ed.), ŽENKO, Bernard (ed.). Proceedings. The Fourth European Conference on Ecological Modelling - ECEM 2004, Bled, Slovenia, September 27 - October 1, 2004. Ljubljana: Jožef Stefan Institute, 2004. Str. iii-iv. ISBN 961-6303-60-0. [COBISS.SI-ID 18533671]

756. BOULICAUT, Jean-François, DŽEROSKI, Sašo. Foreword. In: BOULICAUT, Jean-François (ed.), DŽEROSKI, Sašo (ed.). Proceedings of the 2nd International Workshop on Knowledge Discovery in Inductive Databases (KDID-2003) : the 14th European Conference on Machine Learning and the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-2003) : Cavtat/Dubrovnik, Croatia, 22 September 2003. Zagreb: Institut Ruđer Bošković, 2003. 2 str. ISBN 953-6690-34-9. [COBISS.SI-ID 17844007]

757. DŽEROSKI, Sašo, RAEDT, Luc de, WROBEL, Stefan. Foreword. In: DŽEROSKI, Sašo (ed.), RAEDT, Luc de (ed.), WROBEL, Stefan (ed.). Proceedings of the 2nd International Workshop on Multi-Relational Data Mining (MRDM-2003). [S.l.: s.n.], 2003. 2 str. [COBISS.SI-ID 17661735]

758. DŽEROSKI, Sašo, RAEDT, Luc de. Multi-relational data mining : the current frontiers. SIGKDD explorations : newsletter of the ACM special interest group on Knowledge Discovery and Data Mining. 2003, vol. 5, str. i-ii. [COBISS.SI-ID 17842727]

759. DŽEROSKI, Sašo, DE RAEDT, Luc, WROBEL, Stefan. Foreword. In: DŽEROSKI, Sašo (ed.), DE RAEDT, Luc (ed.), WROBEL, Stefan (ed.). Proceedings of the Workshop on Multi-Relational Data Mining, (MRDM-2002) : [workshop notes]. Eight ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2002), Edmonton, Canada, 23 July 2002. [S.l.]: ACM, 2002. Str. 1-2. [COBISS.SI-ID 17100583]

760. FLACH, Peter, DŽEROSKI, Sašo. Editorial : Inductive logic programming is coming of age. Machine learning. [Print ed.]. 2001, vol. 44, str. 207-209. ISSN 0885-6125. [COBISS.SI-ID 16355111]

761. DŽEROSKI, Sašo, LAVRAČ, Nada. Preface. In: DŽEROSKI, Sašo (ed.), LAVRAČ, Nada (ed.). Relational data mining. Berlin [etc.]: Springer, 2001. Str. vii-ix. ISBN 3-540-42289-7. [COBISS.SI-ID 16146983]

762. CUSSENS, James, DŽEROSKI, Sašo. Preface. In: CUSSENS, James (ed.), DŽEROSKI, Sašo (ed.). Learning language in logic. Berlin [etc.]: Springer, 2000. Loč. pag. Lecture notes in computer science, 1925, Lecture notes in artificial intelligence. ISBN 3-540-41145-3. [COBISS.SI-ID 15544103]

763. DŽEROSKI, Sašo, LAVRAČ, Nada. Editorial. Data mining and knowledge discovery. 1999, vol. 3, str. 5-6. ISSN 1384-5810. [COBISS.SI-ID 14326567]

764. DŽEROSKI, Sašo, FLACH, Peter. Foreword. In: DŽEROSKI, Sašo (ed.). Inductive logic programming : 9th International Workshop, ILP-99, Bled, Slovenia, June 1999 : proceedings. Berlin [etc.]: Springer, 1999. Lecture notes in computer science, 1634, Lecture notes in artificial inteligence. ISBN 3-540-66109-3. ISSN 0302-9743. [COBISS.SI-ID 14215975]

765. BRATKO, Ivan, DŽEROSKI, Sašo. Preface. In: BRATKO, Ivan (ed.), DŽEROSKI, Sašo (ed.). Machine learning : proceedings of the Sixteenth International Conference (ICML '99), Bled, Slovenia, June 27 - 30, 1999. San Francisco: M. Kaufmann, 1999. Str. vii-viii. ISBN 1-55860-612-2. [COBISS.SI-ID 14778407]

766. LAVRAČ, Nada, DŽEROSKI, Sašo, NUMAO, Masayuki. Preface : special issue on inductive logic programming 97. New generation computing. 1999, vol. 17, str. 1-2. ISSN 0288-3635. [COBISS.SI-ID 13774631]

767. LAVRAČ, Nada, DŽEROSKI, Sašo. Foreword. In: LAVRAČ, Nada (ed.), DŽEROSKI, Sašo (ed.). Inductive logic programming : proceedings. 7th International Workshop, ILP-97, Prague, Czech Republic, September 1997. Berlin [etc.]: Springer, 1997. Lecture notes in computer science, Lecture notes in artificial inteligence, 1297. ISBN 3-540-63514-9. ISSN 0302-9743. [COBISS.SI-ID 14779175]

768. LAVRAČ, Nada, DŽEROSKI, Sašo. A reply to Pazzani's book review of "Inductive logic programming: Techniques and applications". Machine learning. [Print ed.]. 1996, 23, str. 109-111. ISSN 0885-6125. [COBISS.SI-ID 2700054]

769. LAVRAČ, Nada (interviewee), DŽEROSKI, Sašo (interviewee). Obetaven razvoj računalniške diagnostike : megaprojekt človeški možgani. Delo, Znanost : štirinajstdnevna znanstvena priloga časnika Delo. [Tiskana izd.]. 30. okt. 2014, letn. 56, št. 253, str. 14. ISSN 0350-7521, ISSN 1580-7584. [COBISS.SI-ID 28065831]

770. DŽEROSKI, Sašo (interviewee). Roboti ḱe izmisluvaat novi lekovi. Globus. 18. avg. 2009, št. 122, str. 36-39. ISSN 1857-5501. [COBISS.SI-ID 22828839]

771. DŽEROSKI, Sašo (interviewee). Makedonec na vrvot vo svetot na kompjuterite. Globus. 2007, št. 29, str. 28-31. ISSN 1857-5501. [COBISS.SI-ID 21249063]

772. LAVRAČ, Nada (interviewee), MLADENIĆ, Dunja (interviewee), JERMOL, Mitja (interviewee), DŽEROSKI, Sašo (interviewee), ERJAVEC, Tomaž (interviewee), BOHANEC, Marko (interviewee), GROBELNIK, Marko (interviewee). Svetovni splet se spreminja v semantični splet. Delo, Znanost : štirinajstdnevna znanstvena priloga časnika Delo. [Tiskana izd.]. 30. mar. 2006, let. 58, št. 74, str. 23, ilustr. ISSN 0350-7521, ISSN 1580-7584. [COBISS.SI-ID 19881511]

773. KOBLER, Andrej, PFEIFER, Norbert, OGRINC, Peter, TODOROVSKI, Ljupčo, OŠTIR, Krištof, DŽEROSKI, Sašo. Podrobno kartiranje reliefa na strmih in goznatih površinah. In: VINTAR, Jelka (ed.), BUKOVNIK, Dejan. Inovativni potencial Slovenije! : [katalog prireditve]. Ljubljana: Javna agencija za podjetništvo in tuje investicije, 2008. Str. 24. [COBISS.SI-ID 21454887]

774. DŽEROSKI, Sašo, STRUYF, Jan. 5th International workshop on Knowledge discovery in inductive databases (KDID'06) : workshop report. SIGKDD explorations : newsletter of the ACM special interest group on Knowledge Discovery and Data Mining. 2007, vol. 9, no. 1, str. 56-58. [COBISS.SI-ID 20976679]

775. BLOCKEEL, Hendrik, DŽEROSKI, Sašo. Multi-relational data mining 2005 : workshop report. SIGKDD explorations : newsletter of the ACM special interest group on Knowledge Discovery and Data Mining. 2005, vol. 2, str. 126-128. [COBISS.SI-ID 19609383]

776. DŽEROSKI, Sašo, BLOCKEEL, Hendrik. Multi relational data mining 2004 : workshop report. SIGKDD explorations : newsletter of the ACM special interest group on Knowledge Discovery and Data Mining. 2004, vol. 6, str. 140-141. [COBISS.SI-ID 18722855]

777. DŽEROSKI, Sašo, ŽENKO, Bernard, DEBELJAK, Mitja. A report on the Fourth International Workshop on Environmental Applications of Machine Learning (EAML 2004). SIGKDD explorations : newsletter of the ACM special interest group on Knowledge Discovery and Data Mining. 2004, vol. 6, str. 155-156. [COBISS.SI-ID 18723111]

778. DŽEROSKI, Sašo, RAEDT, Luc De. Multi-relational data mining : a workshop report. SIGKDD explorations : newsletter of the ACM special interest group on Knowledge Discovery and Data Mining. 2003, vol. 4, str. 122-124. [COBISS.SI-ID 17386535]

779. DŽEROSKI, Sašo, ŽENKO, Bernard. A report on the Summer school on relational data mining : 17-18 August 2002, Helsinki, Finland. SIGKDD explorations : newsletter of the ACM special interest group on Knowledge Discovery and Data Mining. 2003, vol. 5, str. 100-101. [COBISS.SI-ID 17845799]

780. LAVRAČ, Nada, DŽEROSKI, Sašo. Inductive logic programming : techniques and applications. New York [etc.]: Ellis Horwood, 1994. 293 str., graf. prikazi. Ellis Horwood series in artificial intelligence. ISBN 0-13-457870-8. [COBISS.SI-ID 38242816]

781. ATANASOVA, Nataša, BRATKO, Ivan, DEBELJAK, Marko, DŽEROSKI, Sašo, KOBLER, Andrej, KOMPARE, Boris, TODOROVSKI, Ljupčo, ŽENKO, Bernard. Analysis of environmental data with machine learning methods : Ljubljana, May 4-8, 2009. Part 1. Ljubljana: Jožef Stefan Institute, Center for Knowledge Transper in Information Technology, 2009. 1 zv. (loč. pag.). [COBISS.SI-ID 23183143]

782. ATANASOVA, Nataša, BRATKO, Ivan, DEBELJAK, Marko, DŽEROSKI, Sašo, KOBLER, Andrej, KOMPARE, Boris, TODOROVSKI, Ljupčo, ŽENKO, Bernard. Analysis of environmental data with machine learning methods : Ljubljana, May 4-8, 2009. Part 2. Ljubljana: Jožef Stefan Institute, Center for Knowledge Transper in Information Technology, 2009. 1 zv. (loč. pag.). [COBISS.SI-ID 23183399]

783. ATANASOVA, Nataša, DEBELJAK, Marko, DŽEROSKI, Sašo, KOBLER, Andrej, KOMPARE, Boris, TODOROVSKI, Ljupčo, ŽENKO, Bernard. Analysis of environmental data with machine learning methods : Ljubljana, May 4-8, 2009. Part 3. Ljubljana: Jožef Stefan Institute, Center for Knowledge Transper in Information Technology, 2009. 1 el. optični disk (CD-ROM). [COBISS.SI-ID 23184167]

784. DŽEROSKI, Sašo. Knowledge discovery in data with applications in agriculture & forestry : Novi Sad, June 9-10, 2009. Ljubljana: Jožef Stefan Institute, Center for Knowledge Transper in Information Technology, 2009. 1 zv. (loč. pag.). [COBISS.SI-ID 23183911]

785. DŽEROSKI, Sašo, DEBELJAK, Marko. Machine learning in ecological modelling : tutotial at the Conference ISEM 2009, Ecological Modelling for Enhanced Sustainability in Management, October 5, 2009, Québec, Canada. Vol. 1. Ljubljana: Jožef Stefan Institute, Department of Knowledge Technologies: Jožef Stefan International Postgraduate School, 2009. 1 zv. (loč. pag.). [COBISS.SI-ID 23021863]

786. DŽEROSKI, Sašo, DEBELJAK, Marko. Machine learning in ecological modelling : tutotial at the Conference ISEM 2009, Ecological Modelling for Enhanced Sustainability in Management, October 5, 2009, Québec, Canada. Vol. 2. Ljubljana: Jožef Stefan Institute, Department of Knowledge Technologies: Jožef Stefan International Postgraduate School, 2009. 1 el. optični disk (CD-ROM). [COBISS.SI-ID 23042855]

787. BRATKO, Ivan, DŽEROSKI, Sašo. Analysis of environmental data with machine learning methods : Ljubljana, March 17-21, 2008. Part 1. Ljubljana: Jožef Stefan Institute, Center for Knowledge Transfer in Information Technology, 2008. 1 zv. (loč. pag.). [COBISS.SI-ID 22323239]

788. ATANASOVA, Nataša, DEBELJAK, Marko, DŽEROSKI, Sašo, KOBLER, Andrej, KOMPARE, Boris, TODOROVSKI, Ljupčo, ŽENKO, Bernard. Analysis of environmental data with machine learning methods : Ljubljana, March 17-21, 2008. Part 2. Ljubljana: Jožef Stefan Institute, Center for Knowledge Transper in Information Technology, 2008. 1 zv. (loč. pag.). [COBISS.SI-ID 22323495]

789. ATANASOVA, Nataša, DEBELJAK, Marko, DŽEROSKI, Sašo, KOBLER, Andrej, KOMPARE, Boris, TODOROVSKI, Ljupčo, ŽENKO, Bernard. Analysis of environmental data with machine learning methods : Ljubljana, March 17-21, 2008. Part 3. Ljubljana: Jožef Stefan Institute, Center for Knowledge Transper in Information Technology, 2008. 1 el. optični disk (CD-ROM). [COBISS.SI-ID 22325031]

790. DŽEROSKI, Sašo. Relational data mining and relational reinforcement learning : lecture notes of a PhD-level course. Madrid: Universidad Carlos III de Madrid, Departamento de Informatica, 2007. 1 zv. (loč. pag.). [COBISS.SI-ID 22321959]

791. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris. Analysis of environmental data with machine learning methods : Ljubljana, February 27 - March 2, 2006. Part 1. Ljubljana: Jožef Stefan Institute, Center for Knowledge Transper in Information Technology, 2006. 1 zv. (loč. pag.). [COBISS.SI-ID 22323751]

792. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris. Analysis of environmental data with machine learning methods : Ljubljana, February 27 - March 2, 2006. Part 2. Ljubljana: Jožef Stefan Institute, Center for Knowledge Transper in Information Technology, 2006. 1 zv. (loč. pag.). [COBISS.SI-ID 22324007]

793. DŽEROSKI, Sašo. Knowledge discovery from environmental data : Ecotechnology program : lecture notes. Ljubljana: Jožef Stefan International Postgraduate School, 2006. 1 zv. (loč. pag.). [COBISS.SI-ID 22322471]

794. DŽEROSKI, Sašo. Relational data mining : lecture notes of a PhD-level course. Trento: Universita degli studi di Trento, 2006. 1 zv. (loč. pag.). [COBISS.SI-ID 22322215]

795. DŽEROSKI, Sašo. Selected topics from new media and eScience : part of "New media and e-science" MSc programme : lecture notes, 2005/2006. Ljubljana: Jozef Stefan International Postgraduate School, 2006. 1 zv. (loč. pag.), ilustr. Postgraduate courses on knowledge technologies. [COBISS.SI-ID 22327335]

796. DŽEROSKI, Sašo, BOHANEC, Marko. Data mining and decision support for environmental applications : introductory couse for SIGMEA partners : lecture notes. Ljubljana: Jožef Stefan Institute, Department of Intelligent Systems, 2005. loč. pag. [COBISS.SI-ID 18977831]

797. DŽEROSKI, Sašo. Knowledge discovert from environmental data : Ecotechnology programme : lecture notes. Ljubljana: Jozef Stefan International Postgraduate School, 2005. loč. pag., ilustr. [COBISS.SI-ID 19608871]

798. DŽEROSKI, Sašo, ERJAVEC, Tomaž, ŽGANEC GROS, Jerneja. New media and language technologies : lecture notes : part of "New media and e-science" MSc programme, 2004/2005. Ljubljana: Jozef Stefan International Postgraduate School, 2005. loč. pag., ilustr. Postgraduate courses on Knowledge tehnologies. [COBISS.SI-ID 19609127]

799. DŽEROSKI, Sašo. Relational data mining and ILP : course notes, June 27 - July 5,2005, Ljubljana. Ljubljana: Institut Jožef Stefan, 2005. 25 str., ilustr. Advanced course on knowledge discovery. [COBISS.SI-ID 19482407]

800. DŽEROSKI, Sašo. Selected topics from New media and e-science : part of "New media and e-science" MSc programme and "Statistics" MSc programme : fall semester 2004/2005. Ljubljana: Jozef Stefan International Postgraduate School, 2005. loč. pag., ilustr. Postgraduate courses on Knowledge tehnologies. [COBISS.SI-ID 19608615]

801. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris. Analysis of environmental data with machine learning methods : Ljubljana, 4-7 October 2004. I. Ljubljana: Jožef Stefan Institute, Center for Knowledge Transper in Information Technology, 2004. 1 zv. (loč. pag.). [COBISS.SI-ID 22322727]

802. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris. Analysis of environmental data with machine learning methods : Ljubljana, 4-7 October 2004. II. Ljubljana: Jožef Stefan Institute, Center for Knowledge Transper in Information Technology, 2004. 1 zv. (loč. pag.). [COBISS.SI-ID 22322983]

803. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris. Analysis of environmental data with machine learning methods. I. : Ljubljana, 26-29 May 2003. Ljubljana: Jozef Stefan Institute, Center for Knowledge Transfer in Information Technologies, 2003. loč. pag., ilustr., graf. prikazi. [COBISS.SI-ID 17889063]

804. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris. Analysis of environmental data with machine learning methods. II. : Ljubljana, 26-29 May 2003. Ljubljana: Jozef Stefan Institute, Center for Knowledge Transfer in Information Technologies, 2003. loč. pag., ilustr., graf. prikazi. [COBISS.SI-ID 17889319]

805. DŽEROSKI, Sašo, BOHANEC, Marko, ZUPAN, Blaž. Data mining and decision support for environmental applications : lecture notes. Ljubljana: Jožef Stefan Institute, Department of Intelligent Systems, 2003. loč. pag. [COBISS.SI-ID 17888551]

806. DŽEROSKI, Sašo. Environmental applications of data mining and knowledge discovery : lecture notes of a PhD-level course. Trento: Universita degli Studi di Trento, 2003. loč. pag. [COBISS.SI-ID 17889575]

807. BRODLEY, Carla E., DŽEROSKI, Sašo, et al., SRIKANT, Ramakrishnan (editor), The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 24-27, 2003, Washington, DC, USA. KDD 2003 tutorial notes. New York: The Association for Computing Machinery, 2003. loč. pag., ilustr. [COBISS.SI-ID 17890343]

808. DŽEROSKI, Sašo. Relational data mining : lecture notes of a PhD-level course. Pisa: Universita degli Studi di Pisa, Dipartimento di Informatica, 2003. loč. pag. [COBISS.SI-ID 17888295]

809. KAMATH, Chandrika, HANCOCK F., Monte, DŽEROSKI, Sašo, ANKERST, Mihael, KEIM, Daniel A., GHOSH, Joydeep (editor). Tutorial notes of the Third SIAM International Conference on Data Mining : SDM 2003, May 1-3, 2003, cathedral Hill Hotel, San Francisco, CA. Chicago: AHPCRC, University of Illinois, 2003. loč. pag. [COBISS.SI-ID 17889831]

810. GROBELNIK, Marko, LAVRAČ, Nada, MLADENIĆ, Dunja, MOHORČIČ, Mihael, CESTNIK, Bojan, DŽEROSKI, Sašo. Uspešno prijavljanje projektov v 6. okvirnem programu EU. Ljubljana: Institut Jožef Stefan, Center za prenos znanja na področju informacijskih tehnologij, 2003. loč. pag. [COBISS.SI-ID 17888807]

811. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris. Analysis of environmental data with machine learning methods. I. Ljubljana: Jozef Stefan Institut, Center for Knowledge Transfer in Information Technologies, 2002. loč. pag., ilustr. [COBISS.SI-ID 17102887]

812. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris. Analysis of environmental data with machine learning methods. II. Ljubljana: Jozef Stefan Institut, Center for Knowledge Transfer in Information Technologies, 2002. loč. pag., ilustr. [COBISS.SI-ID 17103143]

813. DŽEROSKI, Sašo. Relational data mining : ICDM-2002 tutorial. Maebashi City, Japan: IEEE, 2002. [COBISS.SI-ID 17290535]

814. LAVRAČ, Nada, DŽEROSKI, Sašo, DŽEROSKI, Sašo (editor), ŽENKO, Bernard (editor). Summer school on relational data mining : lecture notes : Helsinki, Finland, 17-18 August 2002. Helsinki: University of Helsinki, 2002. ilustr. [COBISS.SI-ID 16926759]

815. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris, URBANČIČ, Tanja. Analysis of environmental data with machine learning methods. I. Ljubljana: Jozef Stefan Institute, Center for Knowledge Transfer in Information Technologies, 2000. loč. pag., ilustr., graf. prikazi. [COBISS.SI-ID 15623463]

816. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris, URBANČIČ, Tanja. Analysis of environmental data with machine learning methods. II. Ljubljana: Jozef Stefan Institute, Center for Knowledge Transfer in Information Technologies, 2000. loč. pag., ilustr., graf. prikazi. [COBISS.SI-ID 15623719]

817. DŽEROSKI, Sašo, HRISTOVSKI, Dimitar, KING, Ross, SRINIVASAN, Ashwin, ZUPAN, Blaž. Data analysis in life sciences. I. Ljubljana: Jozef Stefan Institute: Center for Knowledge Transfer in Information Technogies, 2000. loč. pag., ilustr. [COBISS.SI-ID 15304743]

818. DŽEROSKI, Sašo, HRISTOVSKI, Dimitar, KING, Ross, SRINIVASAN, Ashwin, ZUPAN, Blaž. Data analysis in life sciences. II. Ljubljana: Jozef Stefan Institute: Center for Knowledge Transfer in Information Technogies, 2000. loč. pag., ilustr. [COBISS.SI-ID 15304999]

819. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris, WALLEY, William J. Analysis of environmental data with machine learning methods. I. Ljubljana: Jozef Stefan Institute, Center for Knowledge Transfer in Information Technologies, 1999. loč. pag., ilustr., graf. prikazi. [COBISS.SI-ID 849761]

820. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris, WALLEY, William J. Analysis of environmental data with machine learning methods. II. Ljubljana: Jozef Stefan Institute, Center for Knowledge Transfer in Information Technologies, 1999. loč. pag., ilustr., graf. prikazi. [COBISS.SI-ID 15307559]

821. JØRGENSEN, Sven Erik, DŽEROSKI, Sašo, DEBELJAK, Marko (author, editor), KOBLER, Andrej. Klasično in avtomatizirano ekološko modeliranje. Ljubljana: Biotehniška fakulteta, Oddelek za gozdarstvo in obnovljive gozdne vire, 1999. 125 str. loč. pag., ilustr. [COBISS.SI-ID 565158]

822. DŽEROSKI, Sašo. Odkrivanje znanja iz podatkov = Data mining and knowledge discovery : seminar, Bled 12-13 maj 1999. Ljubljana: Institut Jožef Stefan, Odsek za inteligentne sisteme: Center za prenos znanja na področju informacijskih tehnologij, 1998. loč. pag., ilustr. [COBISS.SI-ID 15304487]

823. BRAZDIL, Pavel B., SRINIVASAN, Ashwin, JORGE, Alípio, KNOBBE, Arno, DŽEROSKI, Sašo, PUTTEN, Peter van der. International Summer School on Knowledge Discovery in Databases and Data Mining: Methods and Applications. Vol. III. : Caminha, Portugal, 28 September - 4 October 1998. Portugal: EAIA-98 of APPIA, 1998. loč. pag., ilustr. [COBISS.SI-ID 17890087]

824. BRATKO, Ivan, DŽEROSKI, Sašo. Odkrivanje znanja iz podatkov : seminar, 16. junij 1998, Izobraževalni center za jedrsko tehnologijo Milana Čopiča, Podgorica pri Ljubljani. Ljubljana: Institut Jožef Stefan, Odsek za inteligentne sisteme: Center za prenos znanja na področju informacijskih tehnologij, 1998. loč. pag., ilustr. [COBISS.SI-ID 15304231]

825. DŽEROSKI, Sašo, LAVRAČ, Nada (scribe), STEPANKOVA, Olga, KAZAKOV, Dimitar. ILP & KDD : International Summer School on Inductive Logic Programming and Knowledge Discovery in Databases : lecture notes. Ljubljana: Jožef Stefan Institute; Prague: Czech Technical Univeristy, 1997. loč. pag., ilustr. [COBISS.SI-ID 19421223]

826. BRATKO, Ivan, DŽEROSKI, Sašo, KOMPARE, Boris. Analiza ekoloških podatkov z metodami strojnega učenja. Ljubljana: Institut Jožef Stefan, 1996. [152] str., ilustr. [COBISS.SI-ID 208481]

827. LAVRAČ, Nada, DŽEROSKI, Sašo. Inductive logic programming : Tutorial 4th Scandinavian Conference on Artificial Intelligence, SCAI'93, Stockholm. 1993. [COBISS.SI-ID 5840423]

828. DŽEROSKI, Sašo. Numerical constraints and learnability in inductive logic programming : thesis. Ljubljana: [S. Džeroski], 1995. XV, 180 str., graf. prikazi. [COBISS.SI-ID 54559744]

829. DŽEROSKI, Sašo. Handling noise in inductive logic programming : M.Sc. Thesis. Ljubljana: [S. Džeroski], 1991. [5], VII, 65 f., ilustr. [COBISS.SI-ID 1058900]

830. DŽEROSKI, Sašo. Upravljanje inverznega nihala : diplomska naloga. Ljubljana: [S. Džeroski], 1989. 73 f., ilustr. [COBISS.SI-ID 64654083]

831. JANŽA, Mitja, KOBLER, Andrej, MAKSIMOVIĆ, Daniela, DŽEROSKI, Sašo, MARSETIČ, Aleš, OŠTIR, Krištof, KOMAC, Marko, JEMEC AUFLIČ, Mateja, GOSAR, Andrej. Metodologija izdelave podrobne digitalne karte višine in gostote vegetacijskega pokrova : končno poročilo raziskovalnega projekta M1-0137, v okviru Ciljnega raziskovalnega programa "Znanje in varnost in mir 2006-2010". Ljubljana: Geološki zavod Slovenije, 2008. 37 str., pril., ilustr. [COBISS.SI-ID 1588309]

832. JURC, Maja, JURC, Dušan, PIŠKUR, Barbara, OGRIS, Nikica, KRČ, Janez, UREK, Gregor, DŽEROSKI, Sašo, BERGANT, Klemen. Škodljivi dejavniki za gozd v sodobnem času : metode spremljanja, ekološko modeliranje, vpliv gospodarjenja ter načini ukrepanja : zaključno poročilo o rezultatih opravljenega raziskovalnega dela na projektu v okviru raziskovalnega programa (CRP) "Konkurenčnost Slovenije 2006-2013". Ljubljana: Biotehniška fakulteta, 2008. 15 str. [COBISS.SI-ID 2264230]

833. KOSTOVSKA, Ana, DŽEROSKI, Sašo, PANOV, Panče. A system for semantic annotation, storing and querying of data mining datasets. 2020. IJS delovno poročilo, 13154. [COBISS.SI-ID 15955459]

834. KOSTOVSKA, Ana, TOLOVSKI, Ilin, SIMIDJIEVSKI, Nikola, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, PANOV, Panče. Process-based modelling of dynamical systems : an ontology of core entities. 2020. IJS delovno poročilo, 13150. [COBISS.SI-ID 15961347]

835. KOSTOVSKA, Ana, BOGATINOVSKI, Jasmin, DŽEROSKI, Sašo, KOCEV, Dragi, PANOV, Panče. Semantic annotation and querying of datasets for multi-label classification. 2020. IJS delovno poročilo, 13156. [COBISS.SI-ID 16060163]

836. TOLOVSKI, Ilin, BOGATINOVSKI, Jasmin, DŽEROSKI, Sašo, KOCEV, Dragi, PANOV, Panče. Semantic annotation of multi-label classification experiments. 2020. IJS delovno poročilo, 13157. [COBISS.SI-ID 16059395]

837. TOLOVSKI, Ilin, DŽEROSKI, Sašo, PANOV, Panče. Semantic annotation of predictive modelling experiments. 2020. IJS delovno poročilo, 13155. [COBISS.SI-ID 16061955]

838. KOSTOVSKA, Ana, DŽEROSKI, Sašo, PANOV, Panče. Semantic description of data mining datasets : an ontology-based annotation schema. 2020. IJS delovno poročilo, 13153. [COBISS.SI-ID 15958019]

839. KOSTOVSKA, Ana, TOLOVSKI, Ilin, DŽEROSKI, Sašo, PANOV, Panče. A system for semantic annotation and querying of datasets, models and experiments in the domain of process-based modelling of dynamical systems. 2020. IJS delovno poročilo, 13151. [COBISS.SI-ID 15962883]

840. SABY, N. P. A., CSORBA, A., SZEGI, T., MICHELI, E., TRAJANOV, Aneta, DEBELJAK, Marko, DŽEROSKI, Sašo, BAMPA, Francesca, VREBOS, D., CREAMER, Rachel. Second annual review data management plan : deliverable D 2.1. [S. l.]: Landmark, 2018. 29 str., tabele. Data collation and harmonisation, WP2. [COBISS.SI-ID 31512359]

841. KRANJC, Janez, ŽENKO, Bernard, KOCEV, Dragi, OSOJNIK, Aljaž, VAVPETIČ, Anže, KRALJ, Jan, LAVRAČ, Nada, DŽEROSKI, Sašo. ClowdFlows platform for big data analytics : preliminary version. 2014. IJS delovno poročilo, 11701. [COBISS.SI-ID 27985959]

842. ČEREPNALKOSKI, Darko, DŽEROSKI, Sašo. Constructing N-way alignments using multiple pair-wise alignments. 2010. IJS delovno poročilo, 10540. [COBISS.SI-ID 23896871]

843. GJORGJIOSKI, Valentin, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. A parallel implementation of the LAGRAMGE approach to process-based modeling. 2010. IJS delovno poročilo, 10452. [COBISS.SI-ID 23556647]

844. TAŠKOVA, Katerina, DŽEROSKI, Sašo. Parameter estimation in nonlinear ODE models by using two optimization algorithms : ALG717 and SNOBFIT. 2010. IJS delovno poročilo, 10453. [COBISS.SI-ID 23554087]

845. ČEREPNALKOSKI, Darko, DŽEROSKI, Sašo. Stochastic beam search in LAGRAMGE. 2010. IJS delovno poročilo, 10451. [COBISS.SI-ID 23551783]

846. GJORGJIOSKI, Valentin, DŽEROSKI, Sašo, WHITE, Matt D. Clustering analysis of vegetation data. 2008. IJS delovno poročilo, 10065. [COBISS.SI-ID 22196775]

847. GJORGJIOSKI, Valentin, DŽEROSKI, Sašo. Stochastic propositionalization of relational data using aggregates. 2008. IJS delovno poročilo, 10064. [COBISS.SI-ID 22197031]

848. KROGH, Paul Henning, BOHANEC, Marko, DŽEROSKI, Sašo, et al. Collaborative systems for EU research projects : dissemination. 2007, March 2007. ECOGEN, issue 1. [COBISS.SI-ID 20716583]

849. DEMŠAR, Damjan, DŽEROSKI, Sašo, LARSEN, Thomas, HENNING KROGH, Paul. Modelling microathropods and identifying the most important agricultural factors for the soil community of microathropods. 2003. IJS delovno poročilo, 8893. [COBISS.SI-ID 17952807]

850. ŽENKO, Bernard, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Experiments with heterogeneous meta decision trees. 2002. IJS delovno poročilo, 8638. [COBISS.SI-ID 17006119]

851. DŽEROSKI, Sašo, BLOCKEEL, Hendrik, TODOROVSKI, Ljupčo. Relational ranking with predictive clustering trees. 2002. IJS delovno poročilo, 8639. [COBISS.SI-ID 17006887]

852. BLOCKEEL, Hendrik, DŽEROSKI, Sašo, GRBOVIĆ, Jasna. Experiments with TILDE in the river water quality domain. 1999. IJS delovno poročilo, DP-8089. [COBISS.SI-ID 14165543]

853. DŽEROSKI, Sašo, ERJAVEC, Tomaž, ZAVREL, Jakub. Morphosyntactic tagging of Slovene : evaluating PoS taggers and tagsets. 1999. IJS delovno poročilo, 8018. [COBISS.SI-ID 14103079]

854. LAVRAČ, Nada, WEBER, Irene, ZUPANIČ, Darko, KAZAKOV, D., ŠTEPANKOVA, O., DŽEROSKI, Sašo. ILPNET repositories on WWW : Inductive logic programming systems, datasets and bibliography : PECO 92 contract No. CIPA3510OCT920044. Ljubljana, 1996. [COBISS.SI-ID 12256295]

855. LAVRAČ, Nada, DŽEROSKI, Sašo, BRATKO, Ivan. Advances in imperfect data handling and aplications of ILP : Final Report ESPRIT III, project 6020 on ILP. Leuven: Katholieke Universiteit, 1995. [COBISS.SI-ID 11891239]

856. DŽEROSKI, Sašo, LAVRAČ, Nada. Learning relations from imperfect data. 1991. IJS delovno poročilo, 6163. [COBISS.SI-ID 5194023]

857. LAVRAČ, Nada, DŽEROSKI, Sašo, GROBELNIK, Marko. Experiments in learning nonrecursive definitions of relations with LINUS. 1990. IJS delovno poročilo, 5863. [COBISS.SI-ID 8025383]

858. LAVRAČ, Nada, DŽEROSKI, Sašo, PIRNAT, V. Learning rules for early diagnosis of rheumatic dieases. 1990. IJS delovno poročilo, 5979. [COBISS.SI-ID 8025639]

859. DŽEROSKI, Sašo, LAVRAČ, Nada. Refinement graphs for foil and linus. 1990. IJS delovno poročilo, 5958. [COBISS.SI-ID 8024871]

860. RADINJA, Matej, ŠKERJANEC, Mateja, ŠRAJ, Mojca, DŽEROSKI, Sašo, TODOROVSKI, Ljupčo, ATANASOVA, Nataša. Automated modelling of urban rainfall-runoff: knowledge library, conceptual model and data set : published 26 August 2021, version 1. [S. l.]: Mendeley Data; Ljubljana: Univerza v Ljubljani: Institut Jožef Stefan, cop. 2021. 1 spletni vir, ilustr. https://data.mendeley.com/datasets/4hfhn3nf3n/1, DOI: 10.17632/4hfhn3nf3n.1. [COBISS.SI-ID 82221571]
financier: ARRS, P2-0180, SI, Vodarstvo in geotehnika: orodja in metode za analize in simulacije procesov ter razvoj tehnologij

861. KHIARI, Jihed, MOREIRA-MATIAS, Luis, DŽEROSKI, Sašo, ŽENKO, Bernard. Method for robust model integration in ensemble learning : patentna prijava US 2019/0303795 A1. [S. l.]: US Patent Office, 3 Oct. 2019. [COBISS.SI-ID 31853095]

862. URBANČIČ, Tanja, DŽEROSKI, Sašo, WEISS, Renata. Analysis of Environmental Data with Machine Learning Methods, International Seminar, Ljubljana, 11-14 Dec. 2000. 2000. [COBISS.SI-ID 15615271]

863. URBANČIČ, Tanja, DŽEROSKI, Sašo. Data Analysis in Life Sciences, International Seminar, Ljubljana, 18-19 May, 2000. 2000. [COBISS.SI-ID 15614759]

864. URBANČIČ, Tanja, DŽEROSKI, Sašo. Analysis of environmental data with machine learning methods, International Seminar, 8-11 November 1999, Ljubljana. 1999. [COBISS.SI-ID 16462887]

865. CUSSENS, J., DŽEROSKI, Sašo. The First International Workshop on Learning Language in Logic (LLL'99), June 30, 1999, Bled. 1999. [COBISS.SI-ID 16394023]

866. DŽEROSKI, Sašo, FLACH, P., URBANČIČ, Tanja. The Ninth International Workshop on Inductive Logic Programming (ILP'99), June 24-27, 1999, Bled. 1999. [COBISS.SI-ID 16393767]

867. ŽERKO, Irena, URBANČIČ, Tanja, DŽEROSKI, Sašo. Odkrivanje znanja iz podatkov = Data mining and knowledge discovery : 12-13 maj 1999, Bled, SRC, d.o.o. in Institut "Jožef Stefan" Ljubljana. 1999. [COBISS.SI-ID 16464167]

868. BRATKO, Ivan, DŽEROSKI, Sašo, URBANČIČ, Tanja. The Sixteenth International Conference on Machine Learning (ICML'99), June 27-30, 1999, Bled. 1999. [COBISS.SI-ID 16393511]

869. URBANČIČ, Tanja, DŽEROSKI, Sašo, WEISS, Renata. Analysis of environmental data with machine learning methods, International Seminar, 17-20 March 1998, Ljubljana. 1998. [COBISS.SI-ID 16463399]

870. URBANČIČ, Tanja, DŽEROSKI, Sašo, WEISS, Renata. Odkrivanje znanja iz podatkov, 16 junij 1998, Izobraževalni center za jedrsko tehnologijo Milana Čopiča, Podgorica pri Ljubljani. 1998. [COBISS.SI-ID 16463911]

871. URBANČIČ, Tanja, DŽEROSKI, Sašo, WEISS, Renata. Analiza ekoloških podatkov z metodami strojnega učenja, 5-6 februar 1997, Ljubljana. 1997. [COBISS.SI-ID 16463143]

872. URBANČIČ, Tanja, DŽEROSKI, Sašo, WEISS, Renata. Analiza ekoloških podatkov z metodami strojnega učenja, 27-28 november 1996, Ljubljana. 1996. [COBISS.SI-ID 16463655]

873. DŽEROSKI, Sašo. Mining big and complex data : invited talk, Telecom ParisTech, 23 March 2016 Paris, France. [COBISS.SI-ID 30340135]

874. DŽEROSKI, Sašo. Mining big and complex data, ontologies of data mining and modeling dynamic system : invited talk, Stanford Medical Informatics,14 December 2016, Stanford, USA. [COBISS.SI-ID 30339879]

875. DŽEROSKI, Sašo. Machine learning for system sciences : invited talk : Bari, University of Bari Aldo Moro, Department of Computer Science, 14. maj 2015, Bari, Italy. 2015. [COBISS.SI-ID 29232423]

876. GLOBAS, Christoph, ŽENKO, Bernard, LUFT, Andreas, DŽEROSKI, Sašo. Translational approach to stroke rehabilitation : invited talk. Münster: Grand Rounds, Neurology, University of Münster, 4. jul. 2012. [COBISS.SI-ID 26575399]

877. GLOBAS, Christoph, ŽENKO, Bernard, LUFT, Andreas, DŽEROSKI, Sašo. A translational approach to stroke rehabilitation : invited talk. London: Queensquare Hospital, University College of London, 23. feb. 2012. [COBISS.SI-ID 26575143]

878. DŽEROSKI, Sašo. Equation discovery for ecology and systems biology : invited talk. Nicosia: Department of Electrical and Computer Engineering, University of Cyprus, 2. maj 2011. [COBISS.SI-ID 25893671]

879. DŽEROSKI, Sašo. Machine learning and ontologies : invited talk. Osaka: The Institute of Scientific and Industrial Research, University of Osaka, 27. jan. 2011. [COBISS.SI-ID 24438311]

880. DŽEROSKI, Sašo. Machine learning in systems biology : invited talk. Skopje: Faculty of Computer Science and Engineering, "Ss. Cyril and Methodius" University, 21 nov. 2011. [COBISS.SI-ID 25894183]

881. DŽEROSKI, Sašo. An ontology of data mining : invited talk. Trento: Institute of Cognitive Sciences and Technologies, Italian National Research Council, 1. jun. 2011. [COBISS.SI-ID 25893927]

882. DŽEROSKI, Sašo. Predictive clustering and systems biology : invited talk. London: Department of Computing/Centre for Integrative Systems Biology at Imperial College, Imperial College, 6. apr. 2011. [COBISS.SI-ID 25893415]

883. DŽEROSKI, Sašo. Automatic annotation of images using ensembles of trees for hierarchical multi-label classication : invited talk. Amsterdam: Informatics Institute, Faculty of Science,, 31. mar. 2010. [COBISS.SI-ID 24368167]

884. DŽEROSKI, Sašo. Environmental applications of data mining : invited talk. Bari: Universita degli Studi di Bari Aldo Moro, Dipartimento di Informatica, 14. apr. 2010. [COBISS.SI-ID 24368423]

885. DŽEROSKI, Sašo. Equation discovery for ecology and systems biology : invited talk. Bari: Universita degli Studi di Bari Aldo Moro, Dipartimento di Informatica, 23. apr. 2010. [COBISS.SI-ID 24369191]

886. DŽEROSKI, Sašo. Equation discovery for ecology and systems biology : invited talk. Napoli: Telethon Institute of Genetics and Medicine, 19. apr. 2010. [COBISS.SI-ID 24369447]

887. DŽEROSKI, Sašo. Machine learning applications in systems biology : invited talk. Leiden: Leiden University Medical Center, 29. mar. 2010. [COBISS.SI-ID 24367911]

888. DŽEROSKI, Sašo. Predictive clustering and its use in bioinformatics/systems biology : invited talk. Bari: Universita degli Studi di Bari Aldo Moro, Dipartimento di Informatica, 21. apr. 2010. [COBISS.SI-ID 24368935]

889. DŽEROSKI, Sašo. Predictive clustering, structured-output prediction, and the analysis of data from mi- croscopy and medical imaging : invited talk. Cambridge: The Broad Institute of MIT and Harvard, 10. dec. 2010. [COBISS.SI-ID 24369703]

890. DŽEROSKI, Sašo. Towards a general framework for data mining : invited talk. Bari: Universita degli Studi di Bari Aldo Moro, Dipartimento di Informatica, 16. apr. 2010. [COBISS.SI-ID 24368679]

891. DŽEROSKI, Sašo. The analysis of ecological data with machine learning methods : invited talk. San Juan: University of Puerto Rico, mar. 2009. [COBISS.SI-ID 23236391]

892. DŽEROSKI, Sašo. Data mining and its environmental applications : invited talk. Skopje: Fakulteta za elektrotehniko in informacijske tehnologije, Univerza sv. Kiril i Metodij, apr. 2009. [COBISS.SI-ID 23235623]

893. DŽEROSKI, Sašo. Equation discovery for systems biology : invited talk. Heidelberg: German Cancer Research Center: = DKFZ, maj 2009. [COBISS.SI-ID 23236135]

894. DŽEROSKI, Sašo. Equation discovery for systems biology : invited talk. Trento: Fondazione Bruno Kessler, mar. 2009. [COBISS.SI-ID 23236903]

895. DŽEROSKI, Sašo. Equation discovery for systems biology with an application in modelling endocytosis : invited talk. Dresden: Max Planck Institute of Molecular Cell Biology and Genetics, nov. 2009. [COBISS.SI-ID 23214375]

896. DŽEROSKI, Sašo. Equation discovery for systems biology with an application in modelling endocytosis : invited talk. London: The Imperial College of Science, Technology and Medicine, nov. 2009. [COBISS.SI-ID 23214119]

897. DŽEROSKI, Sašo. Knowledge discovery in data with applications in agriculture and forestry : invited talk. Novi Sad: Fakulteta za tehnične znanosti, jun. 2009. [COBISS.SI-ID 23235111]

898. DŽEROSKI, Sašo. Machine learning and ecological modelling : invited talk. Quebec: Laval University, okt. 2009. [COBISS.SI-ID 23234855]

899. DŽEROSKI, Sašo. Machine learning and ecological modelling : successes and challenges : invited talk. San Juan: University of Puerto Rico, mar. 2009. [COBISS.SI-ID 23236647]

900. DŽEROSKI, Sašo. Meta-analysis of high-throughput data on embryonal tumors : invited talk. Trento: Fondazione Bruno Kessler, mar. 2009. [COBISS.SI-ID 23237159]

901. DŽEROSKI, Sašo. Predictive clustering trees and their use in bioinformatics : invited talk. Hinxton: European Bioinformatics Institute, apr. 2009. [COBISS.SI-ID 23235367]

902. DŽEROSKI, Sašo. Towards a general framework for data mining : invited talk. Skopje: Fakulteta za elektrotehniko in informacijske tehnologije, Univerza sv. Kiril i Metodij, apr. 2009. [COBISS.SI-ID 23235879]

903. DŽEROSKI, Sašo. Environmental applications of data mining : invited talk. Santa Barbara: School of Environmental Science and Management University of California, 1 Feb. 2008. [COBISS.SI-ID 22207783]

904. DŽEROSKI, Sašo. Equation discovery for systems biology : invited talk. Sheffild: Department of Computer Science, University of Sheffield, 29 May 2008. [COBISS.SI-ID 22208039]

905. DŽEROSKI, Sašo. Predictive clustering trees and their use in bioinformatics : invited talk. Corvallis: School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, 8 May 2008. [COBISS.SI-ID 22208295]

906. DŽEROSKI, Sašo. Towards a general framework for data mining : invited talk. Corvallis: School of Electrical Engineering and Computer Science, Oregon State University, 6 May 2008. [COBISS.SI-ID 22235943]

907. DŽEROSKI, Sašo. Data mining and its ecological applications : invited talk. Towson: Department of Biological Sciences, Towson University, Maryland, 8 Oct. 2007. [COBISS.SI-ID 22279975]

908. DŽEROSKI, Sašo. Equation discovery for systems biology : invited talk. London: Department of Mathematics, Imperial College, 14 May 2007. [COBISS.SI-ID 22279463]

909. DŽEROSKI, Sašo. Prediction of fire danger in the natural environment : invited talk. Leuven: Department of Computer Science, Katholieke Universiteit Leuven, 30 March 2007. [COBISS.SI-ID 22279207]

910. DŽEROSKI, Sašo. Predictive clustering trees and their use in bioinformatics : invited talk. Ghent: Center for Medical Genetics Ghent, Ghent University Hospital, 16 Nov. 2007. [COBISS.SI-ID 22280743]

911. DŽEROSKI, Sašo. Predictive clustering trees and their use in bioinformatics : invited talk. Skopje: Faculty of Electrical Engineering and Information Technologies, University Ss.Cyril and Methodius, 25 Oct. 2007. [COBISS.SI-ID 22280487]

912. DŽEROSKI, Sašo. Towards a general framework for data mining : invited talk. Stanford: Center for the Study of Language And Information, Stanford University, Aug. 2007. [COBISS.SI-ID 22279719]

913. DŽEROSKI, Sašo. Towards a general framework for data mining : invited talk. Towson: Computer Science Department, University of Maryland, 9 Oct. 2007. [COBISS.SI-ID 22280231]

914. DŽEROSKI, Sašo. Data mining and its environmental applications : Ecosystem Informatics IGERT Colloquium. Athens, GA,USA: Department of Engineering, University of Georgia, 25 Jan. 2006. [COBISS.SI-ID 19621415]

915. DŽEROSKI, Sašo. Environmental applications of machine learning : Electrical Engineering and Computer Science Colloquium. Corvallis, OR, USA: Oregon State Univrsity, 23 Jan. 2006. [COBISS.SI-ID 19620903]

916. DŽEROSKI, Sašo. Inductive queries on global models : invited talk. Osaka: The Institute of Scientific and Industrial Research, University of Osaka, 28 Aug. 2006. [COBISS.SI-ID 22277671]

917. DŽEROSKI, Sašo. Predicting forest stand height and canopy cover from LANDSAT and LIDAR data using data mining techniques : invited talk. Stanford: Stanford University, Computational Learning Laboratory, 25 May 2006. [COBISS.SI-ID 20050983]

918. DŽEROSKI, Sašo. Predicting forest stand height and canopy cover from LANDSAT and LIDAR data using data mining techniques : invited talk. Trento, Italy: Centro per la Ricerca Scientifica e Technologica, April 2006. [COBISS.SI-ID 20051239]

919. DŽEROSKI, Sašo. Predictive clustering trees and their use in bioinformatics : invited talk. Cambera: Computer Sciences Laboratory, College of Engineering and Computer Science, The Australian National University, 18 April 2006. [COBISS.SI-ID 22276903]

920. DŽEROSKI, Sašo. Predictive clustering trees and their use in bioinformatics : invited talk. Stanford: Stanford Medical Informatics, School of Medicine, Stanford University, 25 May 2006. [COBISS.SI-ID 22277415]

921. DŽEROSKI, Sašo. Predictive clustering trees and their use in bioinformatics : invited talk. Tokyo: Department of Computational Biology, Graduate School of Frontier Sciences, University of Tokyo, Sept. 2006. [COBISS.SI-ID 22277927]

922. DŽEROSKI, Sašo. Predictive clustering trees and their use in bioinformatics : invited talk. Trento: Department of Information and Communication Technology, University of Trento, April 2006. [COBISS.SI-ID 22277159]

923. DŽEROSKI, Sašo. Towards Macedonian language resources : invited talk. Skopje: The Macedonian Academy of Sciences and Arts, 6 Dec. 2006. [COBISS.SI-ID 22278183]

924. DŽEROSKI, Sašo. Using domain knowledge in equatin discovery : Ecosystem Informatics IGERT Colloquium. Corvallis, OR, USA: Oregon State University, 25 Jan. 2006. [COBISS.SI-ID 19621159]

925. DŽEROSKI, Sašo. Using domain knowledge In equation discovery : invited talk. Skopje: Faculty of Electrical Engineering and Information Technologies, 7 Dec. 2006. [COBISS.SI-ID 22278439]

926. DŽEROSKI, Sašo. Data mining and its environmental applications. Zagreb, Croatia: Department of Electronics, "Rudjer Boskovic" Institute, 8 Dec. 2005. [COBISS.SI-ID 19620647]

927. DŽEROSKI, Sašo. Data mining and knowledge discovery with environmental applications. Skopje, Makedonia: Faculty of Mathematics and Natural Sciences, University Sts. Cyril and Methodius, 13 April 2005. [COBISS.SI-ID 19620391]

928. DŽEROSKI, Sašo. Environmental applications of machine learning : an overview. Trento, Italy: Centro per la Ricerca Scientifica e Technologica, 24 Feb. 2005. [COBISS.SI-ID 19619879]

929. DŽEROSKI, Sašo. Relational data mining. Skopje, Makedonia: Faculty of Electrical Engineering, University Sts. Cyril and Methodius, 12 April 2005. [COBISS.SI-ID 19620135]

930. DŽEROSKI, Sašo. Inductive queries on (frequent) patterns and (predicitive) models : invited talk. Freiburg: Albert-Ludwigs University, March 2004. [COBISS.SI-ID 22278695]

931. DŽEROSKI, Sašo. Modelling soil radon concentration for earthquake prediction : invited talk. Leuven: Katholieke Universiteit Leuven, May 2004. [COBISS.SI-ID 22278951]

932. DŽEROSKI, Sašo. Computational scientific discovery and inductive databases : invited talk. Pisa, Italia: Istituto di Sziencia e Tecnologie dell' Informazione (ISTI), Consiglio Nazionale delle Ricerche (CNR), 19 March 2003. [COBISS.SI-ID 17449767]

933. KOBAL, Ivan, ZMAZEK, Boris, ŽIVČIĆ, Mladen, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo, VAUPOTIČ, Janja. Radon in soil gas : how to identify anomalies caused by earthquakes : invited talk. Salzburg: Universität Salzburg, Institut für Physik und Biophysik, 12 Dec. 2003. [COBISS.SI-ID 17943847]

934. DŽEROSKI, Sašo. Relational reinforcement learning for agents in worlds with objects : invited talk. Stanford: Stanford University, 29 April 2003. [COBISS.SI-ID 17716007]

935. DŽEROSKI, Sašo. Discovery ordinary and partial differential equations : invited talk. Oxford, UK: Oxford University, April 2002. [COBISS.SI-ID 17101863]

936. DŽEROSKI, Sašo. Is combining classifiers better than selecting the best one? : invited talk. Leuven: Department of Computer Science, Katholieke Universiteit, June 2002. [COBISS.SI-ID 17102119]

937. DŽEROSKI, Sašo. Is combining classifiers better than selecting the best one? : invited talk. Osaka, Japan: Osaka University, 4 Dec. 2002. [COBISS.SI-ID 17419047]

938. DŽEROSKI, Sašo. Is combining classifiers better than selecting the best one? : invited talk. Vienna: Austrian Research Institute for Artificial Intelligence, February 2002. [COBISS.SI-ID 17101351]

939. DŽEROSKI, Sašo. Relational data mining : invited talk. Osaka, Japan: Osaka University, 5 Dec. 2002. [COBISS.SI-ID 17419303]

940. DŽEROSKI, Sašo. Theory revision in equation discovery : invited talk. Freiburg: Albert-Ludwigs Universität, February 2002March 2002. [COBISS.SI-ID 17101607]

941. DŽEROSKI, Sašo. Equation discovery for dynamic systems identification : invited talk. Stanford: Stanford University, 28 Sep. 2001. [COBISS.SI-ID 15320359]

942. DŽEROSKI, Sašo. Environmental applications of machine learning : invited talk. Moffet Field, California: NASA Ames Research Center, 26 Sep. 2000. [COBISS.SI-ID 15761703]

943. DŽEROSKI, Sašo. Applications of inductive logic programming : an overview : invited talk. London: Imperial College, Oct. 1998. [COBISS.SI-ID 15320615]

944. DŽEROSKI, Sašo. Environmental applications of machine learning : invited talk. New York: Department of Computer Science, University of New York, April 1998. [COBISS.SI-ID 15321127]

945. DŽEROSKI, Sašo. Relation reinforcement learning : invited talk. Porto: University of Porto, Oct. 1998. [COBISS.SI-ID 15320871]

946. DŽEROSKI, Sašo, ERJAVEC, Tomaž. Slovene natural language resources and how to learn from them using ILP : invited talk. Grenoble: XEROX Research Center Europe, January 1998. [COBISS.SI-ID 15321383]

947. DŽEROSKI, Sašo. Machine learning applications in biological monitoring of river water quality : invated lecture at School of Computing, Staffordshire University, Stafford, UK. 1997. [COBISS.SI-ID 13103143]

948. DŽEROSKI, Sašo. Slovene natural language resources and how to learn from them using ILP : invated lecture at Department of Computer Science, University of York, York, UK. 1997. [COBISS.SI-ID 13103655]

949. DŽEROSKI, Sašo. Numerical constraints and learnability in inductive logic programming : invited talk. Sankt Augustin: XEROX Research Center Europe, May 1995. [COBISS.SI-ID 15321639]

950. DŽEROSKI, Sašo. Introduction to inductive logic programming : invited talk. Palo Alto, CA: XEROX Research Center Europe, Nov. 1994. [COBISS.SI-ID 15322151]

951. DŽEROSKI, Sašo. Learning first-order clausal theories : invited talk. Santa Cruz: Department of Computer Sceince, University of California at Santa Cruz, January 1994. [COBISS.SI-ID 15321895]

952. DŽEROSKI, Sašo. Dynamical system identification with machine learning : invited talk. Leuven: Department of Computer Science, Katholieke Universiteit Leuven, Nov. 1993. [COBISS.SI-ID 15322663]

953. DŽEROSKI, Sašo. First order - clausal theories are PAC-learnable : invited talk. Leuven: Department of Computer Science, Katholieke Universiteit Leuven, Dec. 1993. [COBISS.SI-ID 15322919]

954. DŽEROSKI, Sašo. Inductive logic programming for knowledge discovery in databases : an overview : invited talk. Murray Hill, NJ: AT/&T Bell Laboratories, July 1993. [COBISS.SI-ID 15322407]

955. LEVATIĆ, Jurica, KOCEV, Dragi, CECI, Michelangelo, DŽEROSKI, Sašo. Semi-supervised predictive clustering trees for multi-target regression : presented at Spring Workshop on Mining and Learning, February 3-5, 2016, Titisee, Germany. 2016. [COBISS.SI-ID 29328679]

956. BRESKVAR, Martin, DŽEROSKI, Sašo. Analysis of ADNI data with predictive clustering trees : 2nd HBP Education Workshop, 15-18 March 2015, Lausanne, CH. 2015. [COBISS.SI-ID 29383207]

957. PETKOVIĆ, Matej, PANOV, Panče, DŽEROSKI, Sašo. Improved ranking of numeric features with ReliefF : presented at the Workshops on Machine Learning in Computational Biology (MLCB) & Machine Learning in Systems Biology (MLSB) 2015, Montreal, Canada. 2015. [COBISS.SI-ID 29101863]

958. MILESKI, Vanja, KOCEV, Dragi, DRAGANSKI, Bogdan, DŽEROSKI, Sašo. Multi-dimensional analysis of PPMI data : 3rd HBP Education Workshop, 11-14 January 2016, Manchester, UK. 2015. [COBISS.SI-ID 29383463]

959. OSOJNIK, Aljaž, DŽEROSKI, Sašo. Predicting structured values from data streams using Incremental Structured Output Prediction Trees (iSOUP-Trees) : 2nd HBP Education Workshop, 15-18 March 2015, Lausanne, CH. 2015. [COBISS.SI-ID 29337639]

960. OSOJNIK, Aljaž, DŽEROSKI, Sašo. Tree-based hierarchical classification and regression on data streams : Spring Machine Learning Workshop 2016, 3-5 February 2016, Titisee, DE. 2015. [COBISS.SI-ID 29338151]

961. OSOJNIK, Aljaž, ŽENKO, Bernard, DŽEROSKI, Sašo. Using data stream mining for distributed privacy-preserving discovery of disease signatures : Human Brain Project Summit, 26-30 September 2015, Madrid, Spain. 2015. [COBISS.SI-ID 29337895]

962. LEVATIĆ, Jurica, DŽEROSKI, Sašo. Learning multi-target QSAR models for prediction of cytochrome P450 substrates and inhibitors by using predictive clustering trees : presented at OpenTox Euro 2013 Conference, 30 September-2 October, 2013, Mainz, Germany. [COBISS.SI-ID 27287335]

963. MASSÉ, F., PARASCHIV-IONESCU, A., ŽENKO, Bernard, DŽEROSKI, Sašo, AMINIAN, K. Lifestyle evaluation using wearable technologies : opportunities for stroke patients : presented at ICNR 2012, 1st International Conference on on Neurorehabilitation. 14-16 November 2012, Toledo, Spain. 2012. [COBISS.SI-ID 26573607]

964. DEBELJAK, Marko, ALEKSOVSKI, Darko, LEVATIĆ, Jurica, KOCEV, Dragi, DŽEROSKI, Sašo. Predicting biological community structure from environmental conditions by using predictive clustering trees : presented 11th INTECOL Congress, Ecology - Into the next 100 years, 18-23 August 2013, London, UK. 2013. [COBISS.SI-ID 27287079]

965. GLOBAS, Christoph, ŽENKO, Bernard, LUFT, Andreas, DŽEROSKI, Sašo. From recovery to rehabilitation : NCCR Ending Symposium, 15 June 2012, Zurich, CH. 2012. [COBISS.SI-ID 26574631]

966. DŽEROSKI, Sašo. Learning from spatio-temporal data : advances and directions : Spring Workshop on Mining and Learning, 18-20 April, 2012, Bad Neuenahr, Germany. 2012. [COBISS.SI-ID 26134567]

967. GLOBAS, Christoph, ŽENKO, Bernard, LUFT, Andreas, DŽEROSKI, Sašo. Motor rehabilitation therapy after focal brain injury : Neurocritical Care Symposium, 22 June 2012, Versailles, France. 2012. [COBISS.SI-ID 26574887]

968. GLOBAS, Christoph, ŽENKO, Bernard, DŽEROSKI, Sašo, LUFT, Andreas, DŽEROSKI, Sašo. Predicting disability\newline and quality of life after ischemic stroke : Spring Workshop on Mining and Learning, 18-20 April, 2012, Bad Neuenahr, Germany. 2012. [COBISS.SI-ID 26134311]

969. KOCEV, Dragi, MADŽAROV, Gjorgji, GJORGJEVIKJ, Dejan, DŽEROSKI, Sašo. Random forests of predictive clustering trees for multi-label learning : Spring Workshop on Mining and Learning, 18-20 April, 2012, Bad Neuenahr, Germany. 2012. [COBISS.SI-ID 25823527]

970. GLOBAS, Christoph, ŽENKO, Bernard, LUFT, Andreas, DŽEROSKI, Sašo. Stroke recovery and outcome prediction : Zurich Stroke Symposium, 15 March 2012, Zurich, CH. 2012. [COBISS.SI-ID 26574375]

971. DŽEROSKI, Sašo. Machine learning for systems biology : tutorial presented at 12th International Conference on Systems Biology, ICSB 2011, August 28th - September 1st, 2011, Heidelberg, Germany. 2011. [COBISS.SI-ID 25548583]

972. GLOBAS, Christoph, ŽENKO, Bernard, LUFT, Andreas, DŽEROSKI, Sašo. Translational approach to stroke rehabilitation : European Stroke Science Workshop, 17 December 2011, Garmish, Gemany. 2011. [COBISS.SI-ID 26574119]

973. DIMITROVSKI, Ivica, KOCEV, Dragi, LOSKOVSKA, Suzana, DŽEROSKI, Sašo. Tree ensembles for hierarchical annotation of medical images : Spring Workshop on Mining and Learning, 16-19 March 2010, Boppard, Germany. 2010. [COBISS.SI-ID 25823783]

974. ŠKUNCA, Nives, SUPEK, Fran, PANOV, Panče, DŽEROSKI, Sašo, ŠMUC, Tomislav. Functional annotation of orthologous groups by using hierarchical multi label classification : presented at 17th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB) and 8th European Conference on Computational Biology (ECCB), June 27 - July 2, 2009. 2009. [COBISS.SI-ID 22780455]

975. KOCEV, Dragi, DŽEROSKI, Sašo, NEWELL, Graeme R., WHITE, Matt D., GRIFFIOEN, Peter. Ensembles for multi-target predictions at work : modelling a compound index of vegetation condition : Spring Workshop on Mining and Learning, 22-25.4.2008, Traben-Trarbach, Germany. 2008. [COBISS.SI-ID 25823271]

976. SCHIERGAT, Leander, VENS, Celine, STRUYF, Jan, KOCEV, Dragi, DŽEROSKI, Sašo, BLOCKEEL, Hendrik. Predicting gene function in S. cerevisiae and A. thaliana using hierarchical multi-label decision tree ensembles : BioSapiens Network of Excellence Workshop: From Genome to Proteome and Biological Function, 2 April 2008, Brussels, Belgium. 2008. [COBISS.SI-ID 25824039]

977. SCHIERGAT, Leander, VENS, Celine, STRUYF, Jan, KOCEV, Dragi, DŽEROSKI, Sašo, BLOCKEEL, Hendrik. Predicting gene function in S. cerevisiae and A. thaliana using hierarchical multi-label decision tree ensembles : European Conference on Computational Biology, 22-26 September 2008, Cagliari, Italy. 2008. [COBISS.SI-ID 25824551]

978. SCHIERGAT, Leander, VENS, Celine, STRUYF, Jan, KOCEV, Dragi, DŽEROSKI, Sašo, BLOCKEEL, Hendrik. Predicting gene function in S. cerevisiae and A. thaliana using hierarchical multi-label decision tree ensembles : Spring Workshop on Mining and Learning, 22-25 April 2008, Traben-Trarbach, Germany. 2008. [COBISS.SI-ID 25824295]

979. DŽEROSKI, Sašo. Towards a general framework for data mining : presented at Spring Workshop on Mining and Learning, SML2008, Traben-Trarbach, 23 April 2008, Germany. 2008. [COBISS.SI-ID 22266151]

980. GJORGJIOSKI, Valentin, TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. A parallel implementation of the LAGRAMGE approach to process-based modeling : presented at ICML 2007 International Conference on Machine Learning: First International Workshop on the Induction of Process Models, 20-24 June 2007, Corvallis, OR, USA. 2007. [COBISS.SI-ID 21253671]

981. DEBELJAK, Marko, CORTET, Jérôme, DEMŠAR, Damjan, DŽEROSKI, Sašo, KROGH, Paul Henning. Effects of genetically modified Bt maize on earthworms and Collembola functional groups : presented at ICABR, 10th International Conference on Agricultural Biotechnology: Facts, analysis and policies, 29 Juny - 2 July 2006, Ravello, Italy. 2006. [COBISS.SI-ID 20077607]

982. DEBELJAK, Marko, COLBACH, Nathalie, TRAJANOV, Aneta, PANOV, Panče, DŽEROSKI, Sašo. Modeling co-existence of growing conventional and GM crops by up-scaling process : presented at 2nd Workshop on Ecological Indicators "Methods and instruments for the scientifically sound use of landscape and socio-ecological indicators", 16-19 May, 2006, Menaggio, Como, Italy. 2006. [COBISS.SI-ID 19877671]

983. DŽEROSKI, Sašo, KOBLER, Andrej, GJORGJIOSKI, Valentin, PANOV, Panče. Predicting forest stand height and canopy cover from LANDSAT and LIDAR data using data mining techniques : peresented at Second NASA Data Mining Workshop: Issues and Applications in Earth Science, May 23-24, 2006, Pasadena, PA. 2006. [COBISS.SI-ID 20051495]

984. BOHANEC, Marko, MESSÉAN, Antoine, SCATASTA, Sara, ANGEVIN, Frédérique, ŽNIDARŠIČ, Martin, DŽEROSKI, Sašo. A qualitative multi-attribute model for economic and ecological assessment of GM and non-GM maize cropping systems : presented at ICABR, 10th International Conference on Agricultural Biotechnology: Facts, analysis and policies, 29 Juny - 2 July 2006, Ravello, Italy. 2006. [COBISS.SI-ID 20078119]

985. DEBELJAK, Marko, TRAJANOV, Aneta, PANOV, Panče, DŽEROSKI, Sašo, COLBACH, Nathalie. Up-scaling GENESYS outputs on regional level : presented at Effects of Genetically Modified Organisms to the Landscape Level Workshop, 30-31 Jan. 2006, Bremen, Germany. 2006. [COBISS.SI-ID 19895591]

986. TODOROVSKI, Ljupčo, DŽEROSKI, Sašo. Combining multiple models with meta decision trees : presented at SCML, European Conference on Machine Learning, May 30 - June 2, Barcelona, Catalonia, Spain. 2000. [COBISS.SI-ID 15302951]

987. DŽEROSKI, Sašo, LAVRAČ, Nada. Introduction to inductive logic programming and its applications : invited talk at the Summer School on Inductive Logic Programming and Knowledge Discovery in Databases, Praga, September 15th. 1997. [COBISS.SI-ID 12832039]

988. DŽEROSKI, Sašo. An introduction to mining big and complex data : Summer School on Mining Big and Complex Data, 4-8- September 2016, Ohrid, Macedonia. [COBISS.SI-ID 30338855]

989. DŽEROSKI, Sašo. Learning from massive, incompletely annotated and structured data : presented at Spring Machine Learning Workshop, 3-5 February 2016 Titisee, Germany. [COBISS.SI-ID 30339623]

990. DŽEROSKI, Sašo, PANOV, Panče. Ontologies for data mining : 16ème Conférence Internationale Francophone sur lʼExtraction et la Gestion des Connaissances, 18-22 Janvier 2016, Reims, France. 2016. [COBISS.SI-ID 29201191]

991. DŽEROSKI, Sašo. Selected environmental applications of structured output prediction : Summer School on Mining Big and Complex Data, 4-8 September 2016, Ohrid, Macedonia. [COBISS.SI-ID 30339367]

992. DŽEROSKI, Sašo. Structured output prediction on data streams : Summer School on Mining Big and Complex Data, 4-8- September 2016, Ohrid, Macedonia. [COBISS.SI-ID 30339111]

993. CECI, Michelangelo, DŽEROSKI, Sašo. Advanced topics in predicting structured outputs : ECML/PKDD-2015 Summer School on Data Sciences for Big Data, September 5, 2015, Porto, Portugal. 2015. [COBISS.SI-ID 29382439]

994. DŽEROSKI, Sašo. Predictive clustering for finding disease signatures : 2nd Human Brain Project Workshop "Future Medicine -Medical Intelligence", March 16, 2015, Lausanne, Switzerland. 2015. [COBISS.SI-ID 29382695]

995. DŽEROSKI, Sašo. Reinforcement Learning : ROBOMAC 2016, March 11, 2016 Skopje, Macedonia. 2015. [COBISS.SI-ID 29382951]

996. DŽEROSKI, Sašo. Equation discovery for ecology and systems : presented at BeneLearn 10, The Annual Machine Learning Conference of Belgium and The Netherlands, May 27th - 28th, 2010, Leuven, Belgium. 2010. [COBISS.SI-ID 23674407]

997. DŽEROSKI, Sašo. Knowledge discovery in environmental data : presented at ISEI7, 7th International Conference on Ecological Informatics, 13-16 December 2010, Ghent, Belgium. 2010. [COBISS.SI-ID 24312871]

998. DŽEROSKI, Sašo. Constraint-based data mining and inductive queries : presented at Eleventh International Conference on Discovery Science (DS-2008), 13-16 October 2008, Budapest, Hungary. 2008. [COBISS.SI-ID 22215719]

999. ŽENKO, Bernard, DŽEROSKI, Sašo, KOBAL, Alfred Bogomir, KOBAL GRUM, Darja, ARNERIĆ, Niko, OSREDKAR, Joško, HORVAT, Milena. Relating personality traits and mercury exposure in miners with machine learning methods : predavanje na Seventh workshop on mining scientific and engineering datasets. Lake Buena Vista, FL, April 24, 2004. [COBISS.SI-ID 1665393]

1000. DŽEROSKI, Sašo, BLOCKEEL, Hendrik, Programme chairs. 4th International Workshop on Multi-relational Data Mining (MRDM-2005) [as part of] Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD-2005, August 21, 2005, Chicago, Illinos, USA : Chicago, Illinos, USA, August 21, 2005. 2005. [COBISS.SI-ID 19610151]

1001. DŽEROSKI, Sašo, Member of the Organizing commiteee. Twenty-Second International Conference on Machine Learning : Bonn, Germany, 7-11 August, 2005. 2005. [COBISS.SI-ID 19610407]

1002. DŽEROSKI, Sašo, Member of the Program committee. 7th Workshop on Mining Scientific and Engineering Datasets (MSD04) : April 24, 2004, held in conjunction with 4th SIAM International Conference on Data Mining, the Hilton at the Walt Disney World Resort, Lake Buena Vista, Fl. 2004. [COBISS.SI-ID 18200615]

1003. DŽEROSKI, Sašo, LAVRAČ, Nada, TODOROVSKI, Ljupčo, Members of the Program Committee. ECML/PKDD 2004 : 15th European Conference on Machine Learning (ECML), 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Pisa Italy, September 20-24,2004 : proceedings of the Workshop W8 on Advances in Inductive Rule Learning. 2004. [COBISS.SI-ID 18501159]

1004. DŽEROSKI, Sašo, LAVRAČ, Nada, Members of the Program committee. Inductive logic programming, 14th International Conference, ILP 2004September 6-8, 2004, Porto, Portugal. 2004. [COBISS.SI-ID 18573095]

1005. URBANČIČ, Tanja, DŽEROSKI, Sašo, WEISS, Renata, WEISSBACHER, Romana, ŽENKO, Bernard, Organizers. Analysis of environmental data with machine learning methods. I. : Ljubljana, 26-29 May 2003. 2003. [COBISS.SI-ID 17890599]

1006. URBANČIČ, Tanja, DŽEROSKI, Sašo, WEISS, Renata, WEISSBACHER, Romana, ŽENKO, Bernard, Organizers. Analysis of environmental data with machine learning methods. II. : Ljubljana, 26-29 May 2003. 2003. [COBISS.SI-ID 17890855]

1007. URBANČIČ, Tanja, DŽEROSKI, Sašo, SITAR, Špela, ŽENKO, Bernard. Analysis of Environmental Data with Machine Learning Methods, 22-25 April 2002, Ljubljanae. 2002. [COBISS.SI-ID 17103399]

1008. DŽEROSKI, Sašo, DE RAEDT, Luc, WROBEL, Stefan. Proceedings of the Workshop on Multi-Relational Data Mining,(MRDM-2002), Eight ACM SIGKDD Interntional Conference on Knowledge Discovery and Data Mining (KDD-2002), 23 July 2002, Edmonton, Canada. 2002. [COBISS.SI-ID 17100839]

1009. DŽEROSKI, Sašo, ELOMAA, Tapio, ŽENKO, Bernard. Summer school on Relational Data Mining Helsinki, Finland, 17-18 August 2002. 2002. [COBISS.SI-ID 17101095]

1010. GIRAUD-CARRIER, Christophe, LAVRAČ, Nada, MOYLE, Steve, BOHANEC, Marko, DŽEROSKI, Sašo, GROBELNIK, Marko, MLADENIĆ, Dunja, TODOROVSKI, Ljupčo. ECML/PKDD01 Workshop : integrating aspects of data mining, decision support and meta-learning (IDDM-2001) : positions, developments and future directions. 2001. [COBISS.SI-ID 16149799]

1011. ACM transactions on knowledge discovery from data. DŽEROSKI, Sašo (member of editorial board 2005-). New York, NY: Association for Computing Machinery. ISSN 1556-4681. http://www.acm.org/pubs/tkdd/, http://portal.acm.org/browse%5Fdl.cfm?linked=1&part=transaction&idx=J1054&coll=portal&dl=ACM. [COBISS.SI-ID 23488039]

1012. Data mining and knowledge discovery. DŽEROSKI, Sašo (member of editorial board 1997-). Boston MA; Dordrecht; London: Kluwer Academic Publishers, 1997-. ISSN 1384-5810. [COBISS.SI-ID 14278183]

1013. Ecological informatics. DŽEROSKI, Sašo (member of editorial board 2004-). Amsterdam: Elsevier. ISSN 1574-9541. [COBISS.SI-ID 23488295]

1014. Ecological modelling. DŽEROSKI, Sašo (member of editorial board 2007-). [Print ed.]. Amsterdam [etc.]: Elsevier, 1975-. ISSN 0304-3800. http://www.journals.elsevier.com/ecological-modelling. [COBISS.SI-ID 26792960]

1015. Journal of intelligent information systems. DŽEROSKI, Sašo (member of editorial board 2015-). Boston: Kluwer Academic Publishers, 1992-. ISSN 0925-9902. [COBISS.SI-ID 15633157]

1016. Journal of machine learning research. DŽEROSKI, Sašo (member of editorial board 2000-). [Print ed.]. Cambridge (MA): MIT Press, 2001-. ISSN 1532-4435. http://jmlr.csail.mit.edu/. [COBISS.SI-ID 2805844]

1017. Machine learning. DŽEROSKI, Sašo (member of editorial board 2002-). [Print ed.]. Norwell (MA); Dordrecht: Kluwer Academic Publishers, 1986-. ISSN 0885-6125. [COBISS.SI-ID 2623527]

1018. KRALJ NOVAK, Petra (editor), ŠMUC, Tomislav (editor), DŽEROSKI, Sašo (editor). Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, : proceedings. Cham: Springer, 2019. XXIII, 546 str. Lecture notes in computer science, Lecture notes in artificial intelligence, 11828. ISBN 978-3-030-33778-0, ISBN 978-3-030-33778-0. ISSN 0302-9743. https://link.springer.com/book/10.1007%2F978-3-030-33778-0. [COBISS.SI-ID 32805927]

1019. ALTUN, Yasemin (editor), MIELIKÄINEN, Taneli (editor), DŽEROSKI, Sašo (editor), MALERBA, Donato (editor), STEFANOWSKI, Jerzy (editor), READ, Jesse (editor), ŽITNIK, Marinka (editor), CECI, Michelangelo (editor), DAS, Kamalika (editor). Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2017 : Skopje, Macedonia, September 18-22, 2017 : proceedings. part III. Cham: Springer, 2017. XXXV, 448 str., ilustr. Lecture notes in artificial intelligence, Lecture notes in artificial intelligence, LNAI 10536. ISBN 978-3-319-71272-7, ISBN 978-3-319-71273-4. ISSN 0302-9743. [COBISS.SI-ID 31156775]

1020. CECI, Michelangelo (editor), TODOROVSKI, Ljupčo (editor), DŽEROSKI, Sašo (editor). Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2017 Skopje, Macedonia, September 18-22, 2017. Part II. Cham: Springer, 2017. XXXIII, 866 str., ilustr. Lecture notes in artificial intelligence, Lecture notes in artificial intelligence, LNAI 10535. ISBN 978-3-319-71245-1, ISBN 978-3-319-71246-8. ISSN 0302-9743. [COBISS.SI-ID 31156263]

1021. CECI, Michelangelo (editor), TODOROVSKI, Ljupčo (editor), DŽEROSKI, Sašo (editor). Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017. Part I : proceedings. Cham: Springer, 2017. LXIII, 852 str., ilustr. Lecture notes in artificial intelligence, Lecture notes in artificial intelligence, LNAI 10534. ISBN 978-3-319-71248-2, ISBN 978-3-319-71249-9. ISSN 0302-9743. [COBISS.SI-ID 31153447]

1022. DŽEROSKI, Sašo (editor), PANOV, Panče (editor), KOCEV, Dragi (editor), TODOROVSKI, Ljupčo (editor). Discovery science : 17th International Conference, DS 2014, Bled, Slovenia, October 8-10 : proceedings. Heidelberg [etc.]: Springer, 2014. XXI, 364 str., ilustr., graf. prikazi. Lecture notes in computer science, Lecture notes in artificial intelligence, 8777. ISBN 978-3-319-11811-6, ISBN 978-3-319-11812-3. ISSN 0302-9743. DOI: 10.1007/978-3-319-11812-3. [COBISS.SI-ID 27983655]

1023. DŽEROSKI, Sašo (editor), GOETHALS, Bart (editor), PANOV, Panče (editor). Inductive databases and constraint-based data mining. New York [etc.]: Springer, 2010. XVII, 456 str., graf. prikazi, tabele. ISBN 978-1-4419-7737-3, ISBN 978-1-4899-8217-9. [COBISS.SI-ID 24215079]

1024. DŽEROSKI, Sašo (editor), ROGERS, Simon (editor), SANGUINETTI, Guido (editor). Machine learning in system biology : proceedings of the Fourth International Workshop [ICSB 2010], Edinburgh, Scotland, October 15-16, 2010. [s. l.: s. n.], 2010. 176 str., ilustr. [COBISS.SI-ID 24049959]

1025. DŽEROSKI, Sašo (editor), GEURTS, Pierre (editor), ROUSU, Juho (editor). Proceedings of the Third International Workshop on Machine Learning in Systems Biology, September 5-6, 2009, Ljubljana, Slovenia. Cambridge: MIT Press, 2010. 1 zv. Journal of machine learning research, vol. 8, 2010. ISSN 1533-7928. [COBISS.SI-ID 24513831]

1026. DŽEROSKI, Sašo (editor), LAVRAČ, Nada (editor). Relational data mining. Berlin; Heidelberg: Springer, cop. 2010. XIX, 398 str., ilustr. ISBN 978-3-642-07604-6. [COBISS.SI-ID 256874496]

1027. DŽEROSKI, Sašo (editor), GEURTS, Pierre (editor), ROUSU, Juho (editor). Machine learning in systems biology : proceedings of the Third International Workshop, September 5-6, 2009, Ljubljana, Slovenia. Helsinki: Department of Computer Science, University, 2009. 180 str., ilustr. Julkaisusarja - Helsingin yliopisto. Tietojenkäsittelytieteen laitos, report B-2009-1. ISBN 978-952-10-5699-4. ISSN 1458-4786. [COBISS.SI-ID 22827559]

1028. DŽEROSKI, Sašo (editor), TODOROVSKI, Ljupčo (editor). Computational Discovery of Scientific Knowledge : Introduction, Techniques, and Applications in Environmental and Life Sciences. Berlin; Heidelberg: Springer, 2007. Lecture Notes in Computer Science, 4660. ISBN 978-3-540-73920-3. ISSN 0302-9743. DOI: 10.1007/978-3-540-73920-3. [COBISS.SI-ID 32887301]

1029. DŽEROSKI, Sašo (editor), TODOROVSKI, Ljupčo (editor). Computational discovery of scientific knowledge : introduction, techniques, and applications in environmental and life sciences. Berlin; Heidelberg: Springer, 2007. X, 326 str., ilustr. Lecture notes in computer science, Lecture notes in artifical intelligence, 4660, State-of-the-art-survey. ISBN 978-3-540-73919-7, ISBN 3-540-73919-X. ISSN 0302-9743. [COBISS.SI-ID 20974631]

1030. DŽEROSKI, Sašo (editor), STRUYF, Jan (editor), 5th International Workshop, KDID 2006, Berlin, Germany, September 2006, [in conjunction with ECML/PKDD 2006, 17th European Conference on Machine Learning and the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases]. Knowledge discovery in inductive databases. Berlin; Heidelberg; New York: Springer, 2007. X, 300 str., ilustr. Lecture notes in computer science, vol. 4747. ISBN 3-540-75548-9, ISBN 978-3-540-75548-7. ISSN 0302-9743. [COBISS.SI-ID 21238055]

1031. DŽEROSKI, Sašo (editor), STRUYF, Jan (editor), 17th European Conference on Machine Learning (ECML) and 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), September 18th - 22nd, 2006, Berlin, Germany. Proceedings of the 5th International workshop on Knowledge discovery in inductive database. [S.l.: s. n.], 2006. VI, 142 str., graf. prikazi, ilustr. [COBISS.SI-ID 20159783]

1032. DEBELJAK, Marko (editor), DŽEROSKI, Sašo (editor), ŽENKO, Bernard (editor). Selected papers from the Fourth European Conference on Ecological Modelling, September 27-October 1, 2004, Bled, Slovenia. Amsterdam: Elsevier, 2006. 328 str., graf. prikazi. Ecological modelling, vol. 194, issues 1-3, 2006. ISSN 0304-3800. [COBISS.SI-ID 19819047]

1033. DŽEROSKI, Sašo (guest editor), ŽENKO, Bernard (guest editor), DEBELJAK, Marko (guest editor). Selected papers from the Fourth International Workshop on Environmental Applications of Machine Learning, September 27 - October 1,2004, Bled, Slovenia : special issue. Amsterdam: Elsevier, 2006. 196 str., ilustr. Ecological modelling, vol. 191, issue 1, 2006. ISSN 0304-3800. [COBISS.SI-ID 19690279]

1034. The journal of artificial intelligence research. DŽEROSKI, Sašo (member of editorial board 2002-2005). San Francisco, Calif.: Morgan Kaufmann Publishers. ISSN 1076-9757. [COBISS.SI-ID 17204775]

1035. DŽEROSKI, Sašo (editor), BLOCKEEL, Hendrik (editor). KDD 2005 : [proceedings of the 4th International Workshop on Multi-relational Data Mining (MRDM-2005) [as part of] Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD-2005] : Chicago, Illinos, USA, August 21, 2005. [S.l.: s.n.], 2005. 74 str., graf. prikazi. [COBISS.SI-ID 19609639]

1036. DŽEROSKI, Sašo (editor), DEBELJAK, Marko (editor), ŽENKO, Bernard (editor), The Fourth European Conference on Ecological Modelling - ECEM 2004, Bled, Slovenia, September 27 - October 1, 2004. Proceedings. Ljubljana: Jožef Stefan Institute, 2004. XII, 136 str., ilustr. ISBN 961-6303-60-0. [COBISS.SI-ID 215425024]

1037. DŽEROSKI, Sašo (editor), ŽENKO, Bernard (editor), DEBELJAK, Marko (editor), The Fourth International Workshop on Environmental Applications of Machine Learning (EAML 2004), Bled, Slovenia, September 27-October 1, 2004. Proceedings. Ljubljana: Jožef Stefan Institute, 2004. XII, 70 str., ilustr. ISBN 961-6303-59-7. [COBISS.SI-ID 215423744]

1038. DŽEROSKI, Sašo (editor), BLOCKEEL, Hendrik (editor). Proceedings of the 3rd International Workshop on Multi-Relational Data Mining (MRDM-2004) [as a part of the] Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2004) : Seattle, Washington, USA, August 22, 2004. [S.l.: s.n.], 2004. 73 str., ilustr. [COBISS.SI-ID 18713895]

1039. BOULICAUT, Jean-François (editor), DŽEROSKI, Sašo (editor). Proceedings of the 2nd International Workshop on Knowledge Discovery in Inductive Databases (KDID-2003) : the 14th European Conference on Machine Learning and the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-2003) : Cavtat/Dubrovnik, Croatia, 22 September 2003. Zagreb: Institut Ruđer Bošković, 2003. 129 str., ilustr. ISBN 953-6690-34-9. [COBISS.SI-ID 17843751]

1040. DŽEROSKI, Sašo (editor), RAEDT, Luc de (editor), WROBEL, Stefan (editor). Proceedings of the 2nd International Workshop on Multi-Relational Data Mining (MRDM-2003). [S.l.: s.n.], 2003. 150 str., graf. prikazi. [COBISS.SI-ID 17661479]

1041. DŽEROSKI, Sašo (editor), RAEDT, Luc de (editor). Special issue on Multi-relational Data Mining, 27 August 2003, Monroe West, USA. Washington: ACM, 2003. 1 zv. SIGKDD explorations, vol. 5, no. 1, 2003. ISSN 1931-0145. [COBISS.SI-ID 23480615]

1042. DŽEROSKI, Sašo (editor), DE RAEDT, Luc (editor), WROBEL, Stefan (editor), Eight ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2002), Edmonton, Canada, 23 July 2002. Proceedings of the Workshop on Multi-Relational Data Mining, (MRDM-2002) : [workshop notes]. [S.l.]: ACM, 2002. 141 str., ilustr. [COBISS.SI-ID 17100071]

1043. LAVRAČ, Nada, DŽEROSKI, Sašo, DŽEROSKI, Sašo (editor), ŽENKO, Bernard (editor). Summer school on relational data mining : lecture notes : Helsinki, Finland, 17-18 August 2002. Helsinki: University of Helsinki, 2002. ilustr. [COBISS.SI-ID 16926759]

1044. DŽEROSKI, Sašo (editor), LAVRAČ, Nada (editor). Relational data mining. Berlin [etc.]: Springer, 2001. XV, 398 str., ilustr. ISBN 3-540-42289-7. [COBISS.SI-ID 16146471]

1045. FLACH, Peter A. (editor), DŽEROSKI, Sašo (editor). Special issue on inductive logic programming, June 1999, Bled, Slovenia. Norwell: Kluwer Academic Publishers, 2001. 1 zv. Machine learning, vol. 44, no. 3, 2001. ISSN 0885-6125. [COBISS.SI-ID 23480871]

1046. CUSSENS, James (editor), DŽEROSKI, Sašo (editor). Learning language in logic. Berlin [etc.]: Springer, 2000. X, 299 str., graf. prikazi. Lecture notes in computer science, 1925, Lecture notes in artificial intelligence. ISBN 3-540-41145-3. [COBISS.SI-ID 15543335]

1047. DŽEROSKI, Sašo (editor). Inductive logic programming : 9th International Workshop, ILP-99, Bled, Slovenia, June 1999 : proceedings. Berlin [etc.]: Springer, 1999. VIII, 302 str., ilustr. Lecture notes in computer science, 1634, Lecture notes in artificial inteligence. ISBN 3-540-66109-3. ISSN 0302-9743. [COBISS.SI-ID 14214183]

1048. BRATKO, Ivan (editor), DŽEROSKI, Sašo (editor). Machine learning : proceedings of the Sixteenth International Conference (ICML '99), Bled, Slovenia, June 27 - 30, 1999. San Francisco: M. Kaufmann, 1999. XII, 525 str., ilustr., tabele. ISBN 1-55860-612-2. [COBISS.SI-ID 99442688]

1049. LAVRAČ, Nada (guest editor), DŽEROSKI, Sašo (guest editor), NUMAO, M. (guest editor). Special issue on Inductive logic programming. Tokyo; Ohmhsa: Springer-Verlag, 1999. 1 zv. New generation computing, vol. 17, no. 1, 1999. ISSN 0288-3635. [COBISS.SI-ID 23490855]

1050. DŽEROSKI, Sašo (guest editor), LAVRAČ, Nada (guest editor). Special issue on Inductive logic programming. Boston; Dordrecht; London: Kluwer, 1999. 1 zv. Data mining and knowledge discovery, vol. 3, no. 1, 1999. ISSN 1384-5810. [COBISS.SI-ID 23490599]

1051. LAVRAČ, Nada (editor, author of introduction, etc.), DŽEROSKI, Sašo (editor), 7th International Workshop, ILP-97, Prague, Czech Republic, September 1997. Inductive logic programming : proceedings. Berlin [etc.]: Springer, 1997. VIII, 308 str., ilustr. Lecture notes in computer science, Lecture notes in artificial inteligence, 1297. ISBN 3-540-63514-9. ISSN 0302-9743. [COBISS.SI-ID 12579623]

1052. PETKOVIĆ, Matej. Feature ranking for structured output prediction : doctoral dissertation = Rangiranje značilk za napovedovanje strukturiranih vrednosti : doktorska disertacija. Ljubljana: [M. Petković], 2020. XIX, 303 str., [196] str. pril., ilustr. [COBISS.SI-ID 33480707]

1053. NIKOLOSKI, Stevanche. Structured output prediction and modeling soil functions : doctoral dissertation = Napovedovanje strukturiranih vrednosti in modeliranje funkcij tal : doktorska disertacija. Ljubljana: [S. Nikoloski], 2020. XIX, 181 str., [56] str. pril., ilustr. [COBISS.SI-ID 43923715]

1054. BRESKVAR, Martin. Tree and rule ensembles for multi-target prediction with random output subspaces : doctoral dissertation = Ansambli dreves in pravil za večciljno napovedovanje z naključno izbranimi izhodnimi podprostori : doktorska disertacija. Ljubljana: [M. Breskvar], 2019. XXV, 147 str., ilustr. [COBISS.SI-ID 32324647]

1055. LEVATIĆ, Jurica. Semi-supervised learning for structred output prediction : doctoral dissertation = Polnadzorovano učenje za napovedovanje strukturiranih vrednosti : doktorska disertacija. Ljubljana: J. Levatić], 2017. XXXI, 163 str., ilustr. [COBISS.SI-ID 290735616]

1056. OSOJNIK, Aljaž. Structured output prediction on data streams : doctoral dissertation = Napovedovanje strukturiranih vrednosti na podatkovnih tokovih : doktorska disertacija. Ljubljana: [A. Osojnik], 2017. XXV, 175 str., ilustr. [COBISS.SI-ID 294482944]

1057. TANEVSKI, Jovan. Deterministic and stochastic process-based modeling and design of dynamic systems in biology : doctoral dissertation = Deterministično in stohastično procesno modeliranje in načrtovanje dinamičnih sistemov v biologiji : doktorska disertacija. Ljubljana: [J. Tanevski], 2016. XV, 173 str., ilustr., tabele. [COBISS.SI-ID 286316800]

1058. SIMIDJIEVSKI, Nikola. Ensembles of process-based models of dynamic systems : doctoral dissertation = Ansambli procesnih modelov dinamičnih sistemov : doktorska disertacija. Ljubljana: [N. Simidjievski], 2016. XIX, 167 str., ilustr., tabele. [COBISS.SI-ID 284867072]

1059. GJORGJIOSKI, Valentin. Distance-based learning from structured data : doctoral dissertation = Strojno učenje z razdaljami za strukturirane podatke : doktorska disertacija. Ljubljana: [V. Gjorgjioski], 2015. XIX, 155 str., ilustr., tabele. [COBISS.SI-ID 278944256]

1060. ALEKSOVSKI, Darko. Tree ensembles for discrete-time modeling of non-linear dynamic systems : doctoral dissertation = Ansambli dreves za modeliranje nelinearnih dinamičnih sistemov v diskretnem času : doktorska disertacija. Ljubljana: [D. Aleksovski], 2014. XXVII, 145 str., ilustr., tabele. [COBISS.SI-ID 276816896]

1061. ČEREPNALKOSKI, Darko. Process-based models of dynamical systems: representation and induction : doctoral dissertation = Predstavljanje in učenje procesnih modelov dinamičnih sistemov : doktorska disertacija. Ljubljana: [D. Čerepnalkoski], 2013. X, 140 str., ilustr., tabele. [COBISS.SI-ID 268955136]

1062. IKONOMOVSKA, Elena. Algorithms for learning regression trees and ensembles on evolving data streams : doctoral dissertation = Algoritmi za učenje regresijskih dreves in ansamblov iz spremenljivih podatkovnih tokov : doktorska disertacija. Ljubljana: [E. Ikonomovska], 2012. XIII, 208 str., ilustr., tabele. [COBISS.SI-ID 263789312]

1063. MAKSIMOVIĆ, Daniela. Considering autocorrelation in predictive models : doctoral dissertation = Upoštevanje avtokorelacije v napovednih modelih : doktorska disertacija. Ljubljana: [D. Stojanova], 2012. [XV], 171 str., ilustr., tabele. [COBISS.SI-ID 265013504]

1064. SLAVKOV, Ivica. An evaluation method for feature rankings : doctoral dissertation = Metoda vrednotenja urejenosti značilk : doktorska disertacija. Ljubljana: [I. Slavkov], 2012. XIV, 178 str., ilustr., tabele. [COBISS.SI-ID 262820608]

1065. PEČKOV, Aleksandar. A machine learning approach to polynomial regression : doctoral dissertation = Algoritmi strojnega učenja za polinomsko regresijo : doktorska disertacija. Ljubljana: [A. Pečkov], 2012. XII, 143 str., ilustr., tabele. [COBISS.SI-ID 263790080]

1066. PANOV, Panče. A modular ontology of data mining : doctoral dissertation = Modularna ontologija podatkovnega rudarjenja : doktorska disertacija. Ljubljana: [P. Panov], 2012. XVI, 175 str., ilustr., tabele. [COBISS.SI-ID 263137792]

1067. TAŠKOVA, Katerina. Parameter identification in nonlinear dynamic systems with meta-heuristic approaches : doctoral dissertation = Identifikacija parametrov v nelinearnih dinamičnih sistemih z metahevrističnimi pristopi : doktorska disertacija. Ljubljana: [K. Tashkova], 2012. XIII, 171 str., ilustr., tabele. [COBISS.SI-ID 262103552]

1068. KOCEV, Dragi. Ensembles for predicting structured outputs : doctoral dissertation = Ansambli za napovedovanje strukturiranih vrednosti : doktorska disertacija. [Ljubljana: D. Kocev], 2011. XV, 191 str., ilustr. [COBISS.SI-ID 255819008]

1069. TRAJANOV, Aneta. Analysis of results of ecological simulation models with machine learning : doctoral dissertation = Analiza rezultatov ekoloških simulacijskih modelov s strojnim učenjem : doktorska disertacija. [Ljubljana: A. Trajanov], 2010. XV, 127 str., ilustr., tabele. [COBISS.SI-ID 23535399]

1070. MAKSIMOVIĆ, Daniela. Estimatig forest properties from remotely sensed data by using machine learning : master thesis = Ocenjevanje stanja gozda iz daljinsko zaznanih podatkov z metodami strojnega učenja : magistrsko delo. Ljubljana: [D. Stojanova], 2009. IX, 123 str., ilustr. [COBISS.SI-ID 22551591]

1071. VERDEV, Milan. Decision support for a waste electrical and electronic equipment treatment system : master's degree thesis = Podpora odločanju pri sistemu ravnanja z odpadno električno in elektronsko opremo : magistrska naloga. Ljubljana: [M. Verdev], 2007. IX, 83 str., graf. prikazi. [COBISS.SI-ID 233119232]

1072. STEVANOSKI, Bozhidar. Change detection and adaptation in multi-target prediction on data streams : master's thesis : 2nd cycle master's study programme Computer and Information Science. Ljubljana: [B. Stevanoski], 2021. XXII, 153 str., ilustr. [COBISS.SI-ID 78733059]

1073. PEEV, Gjorgi. Visual representation of process-based models : master thesis = Vizualna predstavitev procesnih modelov : magistrsko delo. Ljubljana: [G. Peev], 2018. XV, 85 str., ilustr. [COBISS.SI-ID 31816743]

1074. STEPIŠNIK, Tomaž. Razdalje na strukturiranih podatkih : magistrsko delo. Ljubljana: [T. Stepišnik Perdih], 2016. V, 46 str., ilustr. https://repozitorij.uni-lj.si/IzpisGradiva.php?id=97310. [COBISS.SI-ID 17730137]

1075. PETKOVIĆ, Matej. Ocenjevanje pomembnosti zveznih značilk z metodo ReliefF : magistrsko delo. Ljubljana: [M. Petković], 2015. V, 80 str., ilustr. [COBISS.SI-ID 17443929]

1076. OSOJNIK, Aljaž. Modeliranje dinamičnih sistemov z rudarjenjem podatkovnih tokov : magistrsko delo. Ljubljana: [A. Osojnik], 2013. 88 str., ilustr. https://repozitorij.uni-lj.si/IzpisGradiva.php?id=97239. [COBISS.SI-ID 16750169]

1077. TRAJANOV, Aneta. Mašinsko učenje na morfosintaktičkata struktura na imenkite od makedonskiot jazik ; diplomska rabota : [diploma thesis]. Skopje: [A. zdravkova], 2005. 34 str. [COBISS.SI-ID 19645735]

1078. VOJNOVSKI, Viktor. Učenje na PoC tagiranje nad Makedonski tekstualen korpus ; [diplomska rabota] = [Learning POS tagging from Macedonian text corpus] : [diploma thesis]. Skopje: [V. Vojnovski], 2005. VI, 29 str. [COBISS.SI-ID 19644711]

1079. PETKOVIĆ, Matej. Ocenjevanje pomembnosti zveznih značilk z metodo ReliefF : Prešernova nagrada študentom. Ljubljana: [M. Petković], 2015. V, 79 str., ilustr. https://repozitorij.uni-lj.si/IzpisGradiva.php?id=97304. [COBISS.SI-ID 17833817]

1080. IKONOMOVSKA, Elena. Regression on evolving multi-relational data streams. In: Electronic conference proceedings. Uppsala: ACM, 2011. 7 str. ISBN 978-1-4503-0528-0, ISBN 978-1-4503-0529-7. [COBISS.SI-ID 24645927]

1081. STEPIŠNIK, Tomaž. Complex nodes in trees for structured output prediction : doctoral dissertation = Kompleksna vozlišča v drevesih za napovedovanje strukturiranih vrednosti : doktorska disertacija. Ljubljana: [T. Stepišnik], 2020. XXI, 147 str., ilustr. [COBISS.SI-ID 52679939]

1082. KUZMANOVSKI, Vladimir. Integrating decision support and data mining for risk evaluation and management : a methodological framework and a case study in agriculture : doctoral dissertation = Integracija podpore pri odločanju in podatkovnega rudarjenja za vrednotenje in upravljanje tveganja: metodološki okvir in študij primera iz agronomije = doktorska disertacija. Ljubljana: [V. Kuzmanovski ], 2016. XXII, 141 str., ilust. [COBISS.SI-ID 30006567]

1083. MADŽAROV, Gjorgji. Novi metodi za gradenje na hierarhički poveḱecelni klasifikatori = [Advanced methods for builbing hierarchical multi-label classifiers] : doktorska disertacija. Skopje: [G. M. Madjarov], 2012. XIII, 183 str., ilustr. [COBISS.SI-ID 26531367]

1084. DIMITROVSKI, Ivica, LOSKOVSKA, Suzana (mentor). Generički sistem za sodržinski bazirano prebaruvanje na sliki : doktorska disertacija. Skopje: [I. Dimitrovski], 2011. 142 f., [22]f. pril., ilustr. [COBISS.SI-ID 25229351]

1085. KOBLER, Andrej. Nove metode za obdelavo podatkov letalskega laserskega skenerja za monitoring gozdnih ekosistemov : doktorska disertacija = New methods of prosessing [!] aerial laser scanner data for forest ecosystem monitoring : doctoral thesis. Ljubljana: [A. Kobler], 2011. XVIII, 131 str., ilustr. http://drugg.fgg.uni-lj.si/1798/. [COBISS.SI-ID 5489249]

1086. GIBIČAR, Darija. Ocena bioloških kazalcev ledvičnih poškodb in oksidativnega stresa pri poklicni in splošni izpostavljenosti živemu srebru : doktorska disertacija = Assessment of biomarkers of kidney damage and oxidative stress in occupational and general exposure to mercury : doctoral dissertation. Ljubljana: [D. Gibičar], 2008. XVII, 153 f., [24] f. pril, ilustr. [COBISS.SI-ID 590711]

1087. ŽENKO, Bernard. Learning predictive clustering rules : phd thesis. Ljubljana: [B. Ženko], 2007. XII, 133 str., graf. prikazi, tabele. [COBISS.SI-ID 233871616]

1088. ATANASOVA, Nataša. Priprava in uporaba ekspertnega predznanja za avtomatizirano modeliranje vodnih ekosistemov : doktorska disertacija. Ljubljana: [N. Atanasova], 2005. V, 60 str., [113] str. pril., ilustr., tabele. http://drugg.fgg.uni-lj.si/4201/. [COBISS.SI-ID 2751585]

1089. TODOROVSKI, Ljupčo. Uporaba predznanja pri modeliranju dinamičnih sistemov z avtomatskim odkrivanjem enačb : doktorska disertacija = Using domain knowledge for automated modeling of dynamic systems with equation discovery : phd thesis. Ljubljana: [L. Todorovski], 2002, 2003. 161 str., graf. prikazi. http://eprints.fri.uni-lj.si/782/. [COBISS.SI-ID 4007252]

1090. JEVŠENAK, Jernej. Nelinearno modeliranje povezav med lesnimi branikami in okoljem : doktorska disertacija = Nonlinear modeling of the relationship between xylem tree-rings and environment : doctoral dissertation. Ljubljana: [J. Jevšenak], 2019. XII, 141 f., ilustr. https://repozitorij.uni-lj.si/IzpisGradiva.php?id=105984. [COBISS.SI-ID 930167]

1091. KUZMANOVSKI, Vladimir. Integration of expert knowledge and predictive learning : modelling water flows in agriculture : master thesis = Integracija ekspertnega znanja z napovednim učenjem : modeliranje vodnih tokov v poljedelstvu : magistrsko delo. Ljubljana: [V. Kuzmanovski], 2012. XI, 125 str., ilustr. [COBISS.SI-ID 26090279]

1092. ŽENKO, Bernard. Izboljšave metode skladanja klasifikatorjev : magistrsko delo. Ljubljana: [B. Ženko], 2003. VI, 60 f. [COBISS.SI-ID 3607380]

1093. BOGATINOVSKI, Jasmin. A comprehensive study of multi-label classification methods : master thesis = Temeljita študija metod za večoznačno klasifikacijo. Ljubljana: [J. Bogatinovski], 2019. XXIII, 121 str., ilustr. [COBISS.SI-ID 32747559]

1094. TOLOVSKI, Ilin. Designing, populating and querying repositories of semantically annotated computational experiments : master thesis = Načrtovanje, polnjenje in preiskovanje zbirk semantično označenih računalniških poskusov. Ljubljana: [I. Tolovski], 2019. XVII, 79 str., ilustr. [COBISS.SI-ID 32744743]

1095. KOSTOVSKA, Ana. Designing, populating and querying repositories of semantically annotated datasets : master thesis. Ljubljana: [A. Kostovska], 2019. XVII, 79 str., ilustr. [COBISS.SI-ID 32702759]

1096. MILESKI, Vanja. Tree methods for hierarchical multi-target regression : master thesis = Drevesne metode za hierarhično večciljno regresijo ; magistrsko delo. Ljubljana: [V. Mileski], 2017. XXI, 75 str., ilustr. [COBISS.SI-ID 30828071]

1097. PUGELJ, Mitja. Napovedovanje strukturiranih vrednosti z metodo najbližjih sosedov = [Prediction of structured values using nearest neighbours] : diplomsko delo na interdisciplinarnem univerzitetnem študiju. Ljubljana: [M. Pugelj], 2010. 89 str., ilustr. http://eprints.fri.uni-lj.si/1175/. [COBISS.SI-ID 7951188]

1098. KOCEV, Dragi. Okolina za postavuvanje na induktivni prašanja za učenje na drva za prediktivno grupiranje ; diplomska rabota = [Inductive querying environment for learning predictive clustering trees] : [diploma thesis]. Skopje: [D. Kocev], 2005. 81 str., ilustr. [COBISS.SI-ID 19645479]

1099. SLAVKOV, Ivica. Otkrivanje na vrski meǵu podatoci za kliničkata slika na pacienti i izrazenosta na genite so drva za prediktivno grupiranje ; diplomska rabota = [Predictive clustering trees for micro-array and patient-record data analysis] : [diploma thesis]. Skopje: [I. Slavkov], 2005. VI, 44 str., ilustr. [COBISS.SI-ID 19644967]

1100. PANOV, Panče. Učenje na prediktivni modeli od sumrni podatoci ; diplomska rabota = [Predictive data mining from frequent itemsets] : [diploma thesis]. Skopje: [P. Panče], 2005. 81 str., ilustr. [COBISS.SI-ID 19645223]

1101. ŽENKO, Bernard. Napovedovanje biorazgradljivosti z regresijskimi drevesi : diplomsko delo. Ljubljana: [B. Ženko], 2000. V, 68 f., ilustr. [COBISS.SI-ID 15825703]

1102. OGRIS, Nikica. Model zdravja gozdov v Sloveniji : doktorska disertacija = Model of forest health in Slovenia : doctoral dissertation. Ljubljana: [N. Ogris], 2007. XVI, 138 f., ilustr. https://repozitorij.uni-lj.si/IzpisGradiva.php?id=44. [COBISS.SI-ID 2120870]

1103. ŠKERJANEC, Mateja. Avtomatizirano modeliranje pri celostnem upravljanju z vodnimi viri : doktorska disertacija = Automated modelling for integrated water resources management : doctoral thesis. Ljubljana: [M. Škerjanec], 2014. XXX, 132 str., 7 pril., ilustr. http://drugg.fgg.uni-lj.si/4825/. [COBISS.SI-ID 6550113]

PhD Sašo Džeroski [11130]

Personal bibliography for the period 1989-2021

ARTICLES AND OTHER COMPONENT PARTS

1.01 Original scientific article

1.02 Review article

1.04 Professional article

1.05 Popular article

1.06 Published scientific conference contribution (invited lecture)

1.08 Published scientific conference contribution

1.09 Published professional conference contribution

1.10 Published scientific conference contribution abstract (invited lecture)

1.12 Published scientific conference contribution abstract

1.13 Published professional conference contribution abstract

1.16 Independent scientific component part or a chapter in a monograph

1.20 Preface, afterword

1.21 Polemic, discussion, commentary

1.22 Interview

1.25 Other component parts

MONOGRAPHS AND OTHER COMPLETED WORKS

2.01 Scientific monograph

2.05 Other educational material

2.08 Doctoral dissertation

2.09 Master's thesis

2.11 Undergraduate thesis

2.12 Final research report

2.13 Treatise, preliminary study, study

2.21 Software

2.23 Patent application

PERFORMED WORKS (EVENTS)

3.13 Organizing scientific and professional meetings

3.14 Invited lecture at foreign university

3.15 Unpublished conference contribution

3.16 Unpublished invited conference lecture

3.25 Other performed works

SECONDARY AUTHORSHIP

Editor

Mentor for Doctoral Dissertations

Mentor for Master's Theses

Mentor for Master's Theses (Bologna study programme)

Mentor for Undergraduate Theses

Co-Mentor for Doctoral Dissertations

Co-Mentor for Doctoral Dissertations (Bologna study programme)

Co-Mentor for Master's Theses

Co-Mentor for Master's Theses (Bologna study programme)

Co-Mentor for Undergraduate Theses

Reviewer

Member of the commission for defense