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PhD Sašo Džeroski [11130]



Personal bibliography for the year 2021





ARTICLES AND OTHER COMPONENT PARTS


1.01 Original scientific article

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

1.08 Published scientific conference contribution

8. 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]
9. 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]
10. 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]
11. 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]
12. 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]

1.12 Published scientific conference contribution abstract

13. 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]
14. 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]


MONOGRAPHS AND OTHER COMPLETED WORKS


2.21 Software

15. 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


SECONDARY AUTHORSHIP


Editor

16. 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]
17. 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]
18. Ecological informatics. DŽEROSKI, Sašo (member of editorial board 2004-). Amsterdam: Elsevier. ISSN 1574-9541. [COBISS.SI-ID 23488295]
19. 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]
20. Journal of intelligent information systems. DŽEROSKI, Sašo (member of editorial board 2015-). Boston: Kluwer Academic Publishers, 1992-. ISSN 0925-9902. [COBISS.SI-ID 15633157]
21. 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]
22. 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]

Mentor for Master's Theses (Bologna study programme)

23. 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]



Selected format of bibliographic unit: ISO 690
Sorting of bibliographic units: Typology, year - descending, title

A source of bibliographic data: shared data base COBISS.SI/COBIB.SI, 8. 12. 2021