Nada Lavrač

1. LAVRAČ, Nada. Diferencialni račun v Banachovih prostorih : diplomsko delo. Ljubljana: [N. Lavrač], 1978. 70 str. http://www.matknjiz.si/diplome/uni/u/1978/10668-166.pdf. [COBISS.SI-ID 3436633]

2. LAVRAČ, Nada. Odločitvene tabele - osnovno o njihovi vsebini, obliki in pomenu. 1978. IJS delovno poročilo, 1568. [COBISS.SI-ID 7218215]

3. LAVRAČ, Nada, ŠPEGEL, Marjan. Simbolična predstavitev objektov in ustrezne abstraktne podatkovne strukture, primerne za naloge mehaničnega sestavljanje objektov. 1978. IJS delovno poročilo, 1671. [COBISS.SI-ID 7218471]

4. GAMS, Matjaž, LAVRAČ, Nada. Ekspertni sistemi. 1979. IJS delovno poročilo, 1867. [COBISS.SI-ID 7256871]

5. GAMS, Matjaž, LAVRAČ, Nada. Ekspertni sistemi v medicini. V: Zbornik na materijali. Simpozium Biomedicinska kibernetika, Skopje, 17-18 april 1980. Skopje: Univerzitet "Kiril i Metodij", 1980. Str. 162-169. [COBISS.SI-ID 7296551]

6. GAMS, Matjaž, LAVRAČ, Nada. Implementacija enostavnega dedukcijskega sistema. 1980. IJS delovno poročilo, 2036. [COBISS.SI-ID 7297831]

7. GAMS, Matjaž, LAVRAČ, Nada, BRATKO, Ivan. Osnovni koncepti in struktura ekspertnih sistemov. Informatica : an international journal of computing and informatics. [Tiskana izd.]. 1980, vol. 3, št. 4, str. 11-16. ISSN 0350-5596. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 7295783]

8. DACAR, France, LAVRAČ, Nada, GAMS, Matjaž, BRATKO, Ivan. Zasnova razvoja računalniškega sistema za demografske raziskave. 1980. IJS delovno poročilo, 2018. [COBISS.SI-ID 7297319]

9. BOJADŽIEV, Damjan, LAVRAČ, Nada, MOZETIČ, Igor. Izkušnja s PROLOG-om kot jezikom za specifikacijo informacijskjih sistemov. 1981. IJS delovno poročilo, 2509. [COBISS.SI-ID 7343399]

10. LAVRAČ, Nada. Problematika konteksta v ekspertnih sistemih tipa MYCIN in PROSPECTOR. 1981. IJS delovno poročilo, 2429. [COBISS.SI-ID 7343911]

11. BRATKO, Ivan, GAMS, Matjaž, LAVRAČ, Nada, MOZETIČ, Igor. Črne in bele škatle : Transparentnost računalniških programov. V: Zbornik II. znanstvenega srečanja Računalniška obdelava lingvističnih podatkov = Proceedings of the II-nd scientific meeting Computer processing of linguistic data : Bled, 7.-9. oktober 1982. Ljubljana: Institut "Jožef Stefan", 1982. Str. 199-209. [COBISS.SI-ID 8119847]

12. LAVRAČ, Nada, MOZETIČ, Igor, ZRIMEC, T., BRATKO, Ivan, ČERČEK, B., GRAD, A., HORVAT, Ma, RODE, P. Ekspertni sistem za diagnosticiranje motenj srčnega ritma. 1982. IJS delovno poročilo, 2790. [COBISS.SI-ID 8120615]

13. LAVRAČ, Nada, BRATKO, Ivan. Formalizmi za računalniško predstavitev znanja. V: Zbornik II. znanstvenega srečanja Računalniška obdelava lingvističnih podatkov = Proceedings of the II-nd scientific meeting Computer processing of linguistic data : Bled, 7.-9. oktober 1982. Ljubljana: Institut "Jožef Stefan", 1982. Str. 63-71. [COBISS.SI-ID 8120103]

14. BOJADŽIEV, Damjan, LAVRAČ, Nada, MOZETIČ, Igor. Izkušnja z Prologom kot jezikom za specifikacijo informacijskih sistemov. Informatica : an international journal of computing and informatics. [Tiskana izd.]. 1982, vol. 6, št. 3, str. 54-58. ISSN 0350-5596. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 8081191]

15. TANCIG, Peter, BOHANEC, Marko, BOJADŽIJEV, Damjan, BRATKO, Ivan, LAVRAČ, Nada, MLAKAR, Andrej, MOZETIČ, Igor, RADOVAN, Mario, RAJKOVIČ, Vladislav, SAMEER, Lafta. Računalniška oprema : poročilo o opravljenem delu v okviru tematskega sklopa. Ljubljana: Institut "Jožef Stefan", 1982. 1 zv. (loč. pag.), ilustr. [COBISS.SI-ID 10550789]

16. ZRIMEC, T., ČERČEK, B., RODE, P., LAVRAČ, Nada, MOZETIČ, Igor, BRATKO, Ivan, KONONENKO, Igor, GRAD, A. An expert consultation system for cardiac arrhythmias. V: BAJD, Tadej (ur.). Proceedings of the Third Mediterranean Conference on Medical and Biological Engineering : September 5-9, 1983, Portorož, Yugoslavia. Ljubljana: Institut Jožef Stefan, 1983. [COBISS.SI-ID 7381799]

17. MOZETIČ, Igor, BRATKO, Ivan, LAVRAČ, Nada, HORVAT, Ma, ZRIMEC, T. A qualitative model of the heart for educaption and ECG diagnosis of cardiac arrhythmias. V: BAJD, Tadej (ur.). Proceedings of the Third Mediterranean Conference on Medical and Biological Engineering : September 5-9, 1983, Portorož, Yugoslavia. Ljubljana: Institut Jožef Stefan, 1983. [COBISS.SI-ID 7381543]

18. LAVRAČ, Nada. Ekspertni sistemi. Bit : Slovenska računalniška revija. 1984, vol. 4, str. 27-28. ISSN 0352-4612. [COBISS.SI-ID 7437351]

19. LAVRAČ, Nada, BRATKO, Ivan. Ekspertni sistemi. V: TRČEK, Ciril (ur.), et al. Hišni računalnik. Slovenska izd. Ljubljana: Mladinska knjiga, 1984. Str. 145-150. [COBISS.SI-ID 7437607]

20. LAVRAČ, Nada. KARDIO-E : ekspertni sistem za elektrokardiografsko diagnostiko motenj srčnega ritma in poučevanje elektrokardiografije : magistrsko delo. Ljubljana: [N. Lavrač], 1984. 99 f., [108] f. pril., graf. prikazi. [COBISS.SI-ID 1448788]

21. LAVRAČ, Nada. Synthesis of expert knowledge by inductive learning and qualitative modelling : invited talk at Univ. Nova de Lisboa, Comp. Science Dpt., Lisboa, 1984. 1984. . [COBISS.SI-ID 7440167]

22. LAVRAČ, Nada, MOZETIČ, Igor. Analysis of two learning systems, ASASISTANT and NEWGEM - A case study on three medical domains : Group Seminar, Comp. Sci. Dpt., Univ. Illinois, Urbana-Champaign, 1985. 1985. . [COBISS.SI-ID 7520551]

23. BRATKO, Ivan, KONONENKO, Igor, LAVRAČ, Nada, MOZETIČ, Igor, ROŠKAR, Egidija. Automatic synthesis of knowledge. Automatika. 1985, vol. 26, str. 171-176. ISSN 0005-1144. [COBISS.SI-ID 7513127]

24. STARC, Vito, BRATKO, Ivan, LORENČIČ, Nejka, LAVRAČ, Nada, MOZETIČ, Igor. Črpalna dejavnost srca. Ljubljana: RSS, 1985. 131 str. [COBISS.SI-ID 10971392]

25. LAVRAČ, Nada, BOHANEC, Marko, GROBELNIK, Marko, PIPAN, J. Ekspertni sistem za planiranje bančne likvidnosti. 1985. IJS delovno poročilo, 3930. [COBISS.SI-ID 7517479]

26. LAVRAČ, Nada, BRATKO, Ivan, MOZETIČ, Igor, ČERČEK, B., GRAD, A., HORVAT, M. KARDIO-E - An expert system for electrocardiographic diagnosis of cardiac arrhythmias. Expert systems. 1985, vol. 2, str. 46-50. ISSN 0266-4720. [COBISS.SI-ID 7513383]

27. PIPAN, J., BOHANEC, Marko, LAVRAČ, Nada. Slovar virov in dispozicij bančnega ekspertnega sistema. 1985. IJS delovno poročilo, 3955. [COBISS.SI-ID 7519015]

28. BRATKO, Ivan, KONONENKO, Igor, LAVRAČ, Nada, MOZETIČ, Igor, ROŠKAR, E. The synthesis and transformation of knowledge. V: MELČIĆ, M. (ur.). Kompjuter na sveučilištu : zbornik radova sa 7. međunarodnog simpozija Kompjuter na sveučilištu, održanog u Cavtatu (27.- 29. svibnja 1985.) = Computer at the university : proceedings of the 7th International symposium Computer at the university, held in Cavtat (27 - 29 May, 1985). Zagreb: Sveučilišni računski centar, [1985]. [COBISS.SI-ID 7513895]

29. BRATKO, Ivan, LAVRAČ, Nada. Umetna inteligenca in njene aplikacije. Življenje in tehnika : revija za poljudno tehniko, znanost in amaterstvo. 1985, vol. 36, št. 9, str. 8-13. ISSN 0514-017X. [COBISS.SI-ID 7515431]

30. MICHALSKI, R. S., MOZETIČ, Igor, HONG, J., LAVRAČ, Nada. The AQ15 inductive learning system : An overview and experiments : Dept. Comp. Sci., Univ. Illinos, Urbana-Champaign, 1986 rep. no. UIUCDC-R-86-1260, ISG 86-20. 1986. 28 str. [COBISS.SI-ID 7607335]

31. LAVRAČ, Nada, VARŠEK, A., GAMS, Matjaž, KONONENKO, Igor, BRATKO, Ivan. Automatic construction of the knowledge base for a steel classification expert system. V: Sixth International Workshop Expert Systems and their Applications = Sixièmes Journées Internationales Les systemes experts et leurs applications : Palace of the Popes, Avignon, France, April 28, 29 and 30, 1986. Paris: Agence de l'Informatique, 1988. Str. 727-740. [COBISS.SI-ID 7599911]

32. BRATKO, Ivan, MOZETIČ, Igor, LAVRAČ, Nada. Automatic synthesis and compression of cardiological knowledge. V: MICHIE, Donald (ur.), BRATKO, Ivan (ur.). Expert systems : automating knowledge acquisition : [handbook]. Wokingham [etc.]: Addison-Wesley, 1986. Str. 45-61. AI masters. ISBN 0-201-17453-5. [COBISS.SI-ID 7597095]

33. BOHANEC, Marko, GAMS, Matjaž, LAVRAČ, Nada. Ekspertni sistem za pomoč pri vodenju bančne likvidnosti. Informatica : an international journal of computing and informatics. [Tiskana izd.]. 1986, vol. 10, št. 1, str. 53-61. ISSN 0350-5596. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 7596839]

34. LAVRAČ, Nada. Ekspertni sistemi na kratko. RR : revija za razvoj. 1986, vol. 2, št. 6, str. 37. ISSN 0352-7832. [COBISS.SI-ID 7601191]

35. LAVRAČ, Nada, MOZETIČ, Igor, KONONENKO, Igor. An experimental comparison of two learning programs in three medical domains. ISSEK Workshop'86, Bled. 1986. IJS delovno poročilo, 4323. [COBISS.SI-ID 7603495]

36. LAVRAČ, Nada. ISSEK Workshop '86. RR : revija za razvoj. 1986, vol. 2, št. 7, str. 7. ISSN 0352-7832. [COBISS.SI-ID 7601447]

37. KLJAJIČ, Miroljub, PLEVNIK, Stanislav, LAVRAČ, Nada. Metode in meritve v električni stimulaciji ekstremitet. Ljubljana: RSS, 1986. 1 zv. (loč. pag.). [COBISS.SI-ID 11071744]

38. LAVRAČ, Nada. Možnosti za raziskovalno delo. RR : revija za razvoj. 1986, vol. 2, št. 2, str. 39-41. ISSN 0352-7832. [COBISS.SI-ID 7601703]

39. BRATKO, Ivan, GAMS, Matjaž, LAVRAČ, Nada. Orodja umetne inteligence v novih generacijah programske opreme. V: MIPRO'86. Peto jugoslavensko savjetovanje o mikroprocesorskim sistemima, Rijeka, 14.-16.05.1986. Rijeka: [s.n.], 1986. Str. 19-32. [COBISS.SI-ID 7599143]

40. LAVRAČ, Nada. Prolog - programiranje z uporabo matematične logike. Življenje in tehnika : revija za poljudno tehniko, znanost in amaterstvo. 1986, vol. 37, št. 7-8, str. 28-31. ISSN 0514-017X. [COBISS.SI-ID 7601959]

41. LAVRAČ, Nada, VALENČIČ, I. Automatic generation of rules for the evaluation of programmers performance : A case study in knowledge engineering using ASSISTANT 86. 1987. IJS delovno poročilo, 4865. [COBISS.SI-ID 7695911]

42. LAVRAČ, Nada, BRATKO, Ivan. Avtomatska izgradnja diagnostičnih pravil s sistemom ASISTENT. V: Kongresne teme. OPION 87. III Jugoslovanski kongres nevrologije in psihiatrije razvojene dobe = III. Jugoslovenski kongres neurologije i psihijatrije razvojnog doba = III. Jugoslavenski kongres neurologije i psihijatrije razvojne dobi, Ljubljana, 27.-30. maj 1987. Ljubljana: [s. n.], 1987. Str. 228. [COBISS.SI-ID 7692071]

43. LAVRAČ, Nada. Avtomatsko učenje. RR : revija za razvoj. 1987, vol. 3, št. 5, str. 5. ISSN 0352-7832. [COBISS.SI-ID 7694119]

44. LAVRAČ, Nada. Avtomatsko zajemanje znanja : Uvod v metode umetne inteligence, Iskra-Zorin, Ljubljana, 1987. 1987. . [COBISS.SI-ID 7696679]

45. FILIPIČ, Bogdan, KONVALINKA, I., MILOSAVLJEVIĆ, M., LAVRAČ, Nada, URBANČIČ, Tanja, BRATKO, Ivan. Ekspertni sistem za procenu spektra snage signala definicija i analiza problema. 1987. IJS delovno poročilo, 4799. [COBISS.SI-ID 7695399]

46. CESTNIK, Bojan, LAVRAČ, Nada. An experiment with ASSISTANT 86 in the domain of evaluating the performance of Pakistan public enterprises. 1987. IJS delovno poročilo, 4683. [COBISS.SI-ID 7694887]

47. BRATKO, Ivan, LAVRAČ, Nada. Foreword. V: BRATKO, Ivan (ur.), LAVRAČ, Nada (ur.). Progress in machine learning : proceedings of EWSL 87. Wilmslow: Sigma Press, cop. 1987. ISBN 1-85058-088-X. [COBISS.SI-ID 12043559]

48. LAVRAČ, Nada. Kako daleč smo z avtomatskim učenjem in umetno inteligenco. Delo. [Tiskana izd.]. 6. sep. 1987. ISSN 0350-7521. [COBISS.SI-ID 7694375]

49. LAVRAČ, Nada. Knowledge engineering and knowledge acquisition : 15 ur predavanj študente 5. semestra Uporabne informatike, Univ. fuer Bildungswissenschaften, Celovec, 1987. 1987. . [COBISS.SI-ID 7697191]

50. LAVRAČ, Nada. Lupine ekspertnih sistemov : Inst. Milan Vidmar, Ljubljana, 1987. 1987. . [COBISS.SI-ID 7696935]

51. KLJAJIĆ, Miroljub, LAVRAČ, Nada, TOPIČ, Bogdan, STEPIŠNIK, Janez, STANOVNIK, Aleš, ZAVRATNIK, Danilo. Metode in meritve v električni stimulaciji ekstremitet. Ljubljana: Institut "Jožef Stefan", 1987. 1 zv. loč. pag., ilustr. Medicinska elektrotehnika, del 1. [COBISS.SI-ID 1449065]

52. URBANČIČ, Tanja, LAVRAČ, Nada, FILIPIČ, Bogdan. Metode, tehnike i alati veštačke inteligencije za izradu ekspertnih sistema. 1987. IJS delovno poročilo, 4780. [COBISS.SI-ID 7696167]

53. KLJAJIĆ, Miroljub, LAVRAČ, Nada, TOPIČ, B., STANOVNIK, A., ZAVRTANIK, D. Metodologija in meritve v električni stimulaciji ekstremitet. Ljubljana: RSS, 1987. 1 zv. (loč. pag.), ilustr. Medicinska elektrotehnika. [COBISS.SI-ID 27036928]

54. BRATKO, Ivan (urednik), LAVRAČ, Nada (urednik). Progress in machine learning : proceedings of EWSL 87. Wilmslow: Sigma Press, cop. 1987. 256 str., ilustr. ISBN 1-85058-088-X. [COBISS.SI-ID 743173]

55. GAMS, Matjaž, LAVRAČ, Nada. Review of five empirical learning systems within a proposed schemata. V: BRATKO, Ivan (ur.), LAVRAČ, Nada (ur.). Progress in machine learning : proceedings of EWSL 87. Wilmslow: Sigma Press, cop. 1987. Str. 46-66. ISBN 1-85058-088-X. [COBISS.SI-ID 7690279]

56. OLAVE, M., LAVRAČ, Nada, CESTNIK, Bojan. Application of expert systems to management control systems in public enterprises of developing countries. Omega. [Print ed.]. 1988, vol. 16, str. 353-362. ISSN 0305-0483. [COBISS.SI-ID 7793703]

57. LAVRAČ, Nada. ASSISTANT - A knowledge elicitation tool for sophisticated users : Univ. Stockholm, Dept. of Computer and Systems Science. 1988. . [COBISS.SI-ID 7799335]

58. SLUGA, Alojzij, BUTALA, Peter, LAVRAČ, Nada, GAMS, Matjaž. An attempt to implement expert system techniques in CAPP. Robotics and computer-integrated manufacturing. 1988, vol. 4, no. 1/2, str. 77-82. ISSN 0736-5845. [COBISS.SI-ID 7794471]

59. BRATKO, Ivan, MOZETIČ, Igor, LAVRAČ, Nada. Automatic synthesis and compression of cardiological knowledge. V: HAYES, J. E. (ur.), MICHIE, D. (ur.), RICHARDS, J. Machine intelligence 11 : logic and the acquisition of knowledge. Oxford: Clarendon Press, 1988. Str. 435-454. ISBN 0-19-853718-2. [COBISS.SI-ID 7792679]

60. LAVRAČ, Nada, URBANČIČ, Tanja, FILIPIČ, Bogdan. Ekspertni sistemi i automatsko učenje. 1988. IJS delovno poročilo, 5098. [COBISS.SI-ID 7798567]

61. LAVRAČ, Nada, MOZETIČ, Igor. Experiments with inductive learning programs NEWGEM and ASSISTANT in the DHDB environment. 1988. IJS delovno poročilo, 5029. [COBISS.SI-ID 7798311]

62. LAVRAČ, Nada. Inductive learning : Univ. Stockholm, Dept. Computer and Systems Sciences. 1988. . [COBISS.SI-ID 7799591]

63. LAVRAČ, Nada. Knowledge acquisition for expert systems : Univ. of Stockholm, Dept. of Computer and Systems Sciences. 1988. . [COBISS.SI-ID 7799847]

64. BOHANEC, Marko, RAJKOVIČ, Vladislav, LAVRAČ, Nada. Knowledge explanation in expert systems : a decision support system and machine learning view. V: Expert systems : theory and applications : IASTED International Conference, Geneva 1988. Anaheim; Calgary; Zurich: Acta Press, 1988. Str. 23-27. ISBN 0-88986-103-X. [COBISS.SI-ID 1346564]

65. KLJAJIĆ, Miroljub, LAVRAČ, Nada, TOPIČ, Bogdan, STEPIŠNIK, Janez, AĆIMOVIĆ-JANEŽIČ, Ruža, STANOVNIK, Aleš, ZAVRATNIK, Danilo. Metode in meritve v električni stimulaciji ekstremitet. Ljubljana: Institut "Jožef Stefan", 1988. [243] f., ilustr. Medicinska elektrotehnika, del 1. [COBISS.SI-ID 105866752]

66. URBANČIČ, Tanja, LAVRAČ, Nada, FILIPIČ, Bogdan. Metode, tehnike in orodja umetne inteligence za razvoj ekspertnih sistemov. Moj mikro. [Slovenska tiskana izd.]. 4, št. 7/8 (1988), str. 39-41+43-46 = priloga mojega mikra i. ilustr. ISSN 0352-4833. [COBISS.SI-ID 48271360]

67. KONONENKO, Igor, LAVRAČ, Nada. Prolog through examples. [Reprinted]. Wilmslow, Cheshire, U.K.: Sigma Press, 1988. 197 str., graf. prikazi. ISBN 1-85058-072-3. [COBISS.SI-ID 8486400]

68. LAVRAČ, Nada. The TDIDT family of inductive learning systems : Predavanje na postdiplomskem študiju o avtomatskem učenju, George Mason Univ., Fairfax. 1988. . [COBISS.SI-ID 7800359]

69. KONONENKO, Igor, LAVRAČ, Nada. Terminologija programiranja v prologu. Informatica : an international journal of computing and informatics. [Tiskana izd.]. 1988, vol. 12, št. 2, str. 102-106. ISSN 0350-5596. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 7793447]

70. CESTNIK, Bojan, LAVRAČ, Nada. Uporaba avtomatskega učenja pri izgradnji ekspertnega sistema za upravljanje. V: Zbornik radova XXXII jugoslovenske konferencije o elektronici, telekomunikacijama, automatizaciji i nuklearnoj tehnici, Sarajevo, 6.-10.06.1988 : Proceedings of the XXXIIth Conference of Electronics, Telecommunications, Automation and Nuclear Engineering, Sarajevo, 6.-10.06.1988. Beograd: Jugoslovenski savez za ETAN, 1988. [COBISS.SI-ID 7794983]

71. LAVRAČ, Nada. The use of restricted Horn clauses in learning from examples : Seminar Center for Artificial Intelligence, George Mason Univ., Fairfax. 1988. . [COBISS.SI-ID 7800103]

72. BRATKO, Ivan, KONONENKO, Igor, LAVRAČ, Nada, MOZETIČ, Igor, ROŠKAR, E. Automatic synthesis of knowledge : Ljubljana research. V: KODRATOFF, Yves (ur.), HUTCHINSON, Alan (ur.). Machine and human learning : advances in European research. London: K. Page; Chichester: Eurotech Michael Horwood, 1989. Str. 25-33. The Michael Horwood series in artificial intelligence. ISBN 1-85091-497-4. [COBISS.SI-ID 7911975]

73. BRATKO, Ivan, MOZETIČ, Igor, LAVRAČ, Nada, VASSILEV, H., GAMS, Matjaž, KARALIČ, Aram, CESTNIK, Bojan. Informacijski sistemi in umetna inteligenca : poročilo o delu za leto 1989. Del 2. Ljubljana: Institut "Jožef Stefan", 1989. [156] f., ilustr. [COBISS.SI-ID 19677955]

74. BRATKO, Ivan, MOZETIČ, Igor, LAVRAČ, Nada. Kardio : a study in deep and qualitative knowledge for expert systems. Cambridge (Mass.); London: The MIT Press, 1989. XIV, 260 str., graf. prikazi. ISBN 0-262-02273-7. [COBISS.SI-ID 19925760]

75. LAVRAČ, Nada. Knowledge engineering in knowledge acquisition : 24. ur predavanj za študente 5. semestra Uporabne matematike, Univ. fuer Bildungswissenschaften, Celovec. 1989. . [COBISS.SI-ID 7919143]

76. LAVRAČ, Nada, MOZETIČ, Igor. Learning from examples in the logic programming environment. 1989. IJS delovno poročilo, 5562. [COBISS.SI-ID 7917607]

77. LAVRAČ, Nada, MOZETIČ, Igor. Methods for knowledge acquisition and refinement in second generation expert Systems. SIGART newsletter. 1989, št. 108, str. 63-69. ISSN 0163-5719. [COBISS.SI-ID 7912487]

78. KLJAJIĆ, Miroljub, LAVRAČ, Nada, DEMŠAR, Franci, STANOVNIK, Aleš, KORBAR, Darko, AĆIMOVIĆ-JANEŽIČ, Ruža. Metode in meritve v električni stimulaciji ekstremitet. Ljubljana: Univerza E. Kardelja, Inštitut Jožef Štefan, 1989. 1 zv. loč. pag., ilustr. Medicinska elektrotehnika, Električna stimulacija in nuklearna medicina. [COBISS.SI-ID 60354304]

79. VASSILEV, H., LAVRAČ, Nada. Proposal of a meta-level architecture of a second generation expert system. 1989. IJS delovno poročilo, 5438. [COBISS.SI-ID 7918375]

80. LAVRAČ, Nada, URBANČIČ, Tanja, FILIPIČ, Bogdan. Tehnologija ekspertnih sistemov. Ljubljana: Fakulteta za elektrotehniko in računalništvo, 1989. 56 str. [COBISS.SI-ID 2021671]

81. LAVRAČ, Nada. Umetna inteligenca in ekspertni sistemi : Univ. v Noven Sadu, Fak. tehničnih nauka, Inst. za industrijske sisteme, Novi Sad. 1989. . [COBISS.SI-ID 7919399]

82. JANSEN, B., LAVRAČ, Nada, VASSILEV, H. An environment to implement second genertion knowledge-based systems. 1990. IJS delovno poročilo, 5805. [COBISS.SI-ID 8025127]

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

84. LAVRAČ, Nada. Inductive learning. 15 ur predavanj na postdiplomskem študiju (Doktorandkurs Inductive Learning) : Linkoping Univ. Dept. of Computer Science, Švedska. 1990. . [COBISS.SI-ID 8028455]

85. BRATKO, Ivan, LAVRAČ, Nada, MOZETIČ, Igor. Kardio : An expert system for ECG interpretation expert systems. V: BRAMER, Max A. (ur.). Practical experience in building expert systems. Chichester [etc.]: J. Wiley & sons, 1990. Str. 183-207. ISBN 0-471-92254-4. [COBISS.SI-ID 8021287]

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

87. VASSILEV, H., LAVRAČ, Nada. Meta theory as a tool for integration A theory/task based approach. 1990. IJS delovno poročilo, 5811. [COBISS.SI-ID 8027943]

88. LAVRAČ, Nada. Meta-level architecture of second generation expert systems : Univ. of Stockholm, Dept. of Comp. and Systems Science. 1990. . [COBISS.SI-ID 8028711]

89. KLJAJIĆ, Miroljub, LAVRAČ, Nada, DEMŠAR, Franci, STANOVNIK, Aleš, KORBAR, Darko, AĆIMOVIĆ-JANEŽIČ, Ruža. Metode in meritve v električni stimulaciji ekstremitet. Ljubljana: Univerza, Institut Jožef Stefan, 1990. 1 zv. (loč. pag.), ilustr. Medicinska elektrotehnika, Električna stimulacija in nuklearna medicina. [COBISS.SI-ID 29038336]

90. LAVRAČ, Nada. Principi zajemanja znanja v ekspertnih sistemih : disertacija. Ljubljana: [s.n.], 1990. l85 str. [COBISS.SI-ID 29246209]

91. VASSILEV, H., LAVRAČ, Nada. Proposal of a meta-level architecture of a second generation expert system. 1990. IJS delovno poročilo, 5438. [COBISS.SI-ID 8028199]

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

93. LAVRAČ, Nada. The use of background and meta-level knowledge in similarity based learning. 1990. IJS delovno poročilo, 5810. [COBISS.SI-ID 8025895]

94. LAVRAČ, Nada. Use of inductive learning and qualitative modelling methods in medicine : Linkoping Univ., Dept. of Medical Informatics, Švedska. 1990. . [COBISS.SI-ID 8029223]

95. LAVRAČ, Nada. Avtomatsko učenje : Nastopno predavanje za pridobitev naviza docent računalništva, Univerza v Mariboru, Tehniška fakulteta. 1991. . [COBISS.SI-ID 5842983]

96. LAVRAČ, Nada. Inductive learning of relational descriptions with LINUS : Tilburg University, Institute for Language Technology and Artificial Intelligence, Tilburg, Nizozemska. 1991. . [COBISS.SI-ID 5842471]

97. LAVRAČ, Nada. Learning from noisy examples with LINUS : An inductive logic programming approach : Ulm University, FAW, Ulm, Nemčija. 1991. . [COBISS.SI-ID 5842727]

98. LAVRAČ, Nada, DŽEROSKI, Sašo, GROBELNIK, Marko. Learning nonrecursive definitions of relations with LINUS. V: 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]

99. LAVRAČ, Nada. Learning nonrecursive relations with LINUS : Institute for Artificial Intelligence, Centre fo Advanced Studies, Blanes (IIIA-CEAB). 1991. . [COBISS.SI-ID 5841959]

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

101. DŽEROSKI, Sašo, LAVRAČ, Nada. Learning relations from noisy examples : an empirical comparison of LINUS and FOIL. V: BIRNBAUM, Lawrence A. (ur.), COLLINS, Gregg C. (ur.). 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]

102. LAVRAČ, Nada, DŽEROSKI, Sašo, PIRNAT, Vladimir, KRIŽMAN, Viljem. Learning rules for early diagnosis of rheumatic diseases. V: 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]

103. KLJAJIĆ, Miroljub, LAVRAČ, Nada, DEMŠAR, Franci, STANOVNIK, Aleš, KORBAR, Darko, AĆIMOVIĆ-JANEŽIČ, Ruža. Metode in meritve v električni stimulaciji ekstremitet. Ljubljana: Univerza, Institut Jožef Stefan, 1991. 1 zv. (loč. pag.), ilustr. Medicinska elektrotehnika, Električna stimulacija in nuklearna medicina, 1. del. [COBISS.SI-ID 54161664]

104. LAVRAČ, Nada. Računalniško učenje : slovenski prispevek k evropskim projektom. Delo. [Tiskana izd.]. 3. apr. 1991. ISSN 0350-7521. [COBISS.SI-ID 5841447]

105. LAVRAČ, Nada. Računalniško učenje : Vesela znanost, KUD France Prešeren, Ljubljana. 1991. . [COBISS.SI-ID 5842215]

106. LAVRAČ, Nada. Uporaba predznanja v induktivnem učenju. Informatica : an international journal of computing and informatics. [Tiskana izd.]. 1991, vol. 15, no. 4, str. 69-78. ISSN 0350-5596. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 56047616]

107. LAVRAČ, Nada, DŽEROSKI, Sašo. Background knowledge and declarative bias in inductive concept learning. V: JANTKE, Klaus P. (ur.). 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]

108. LAVRAČ, Nada. Compulog NoE : network of excellence in computational logic. Informatica : an international journal of computing and informatics. [Tiskana izd.]. August 1992, vol. 16, no. 3, str. 78-80. ISSN 0350-5596. [COBISS.SI-ID 2716438]

109. LAVRAČ, Nada. Inductive concept learning : Masters in Artificial Intelligence Program, Katholieke Universiteit Leuven,. 1992. . [COBISS.SI-ID 5707815]

110. LAVRAČ, Nada. Inductive learning and knowledge acquisition : Seminar - 16 ur predavanj na Universidade de Sao Paulo, Instituto de Ciencias Matematicas de Sao Carlos, Brazilija. 1992. . [COBISS.SI-ID 5709095]

111. LAVRAČ, Nada, DŽEROSKI, Sašo. Inductive learning of relations from noisy examples. V: MUGGLETON, Stephen (ur.). 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]

112. LAVRAČ, Nada. Knowledge engineering and knowledge acquisition : 24 ur predavanj za študente 5. semestra Uporabne matematike, Universitaet fuer Bildungswissenschaften, Celovec. 1992. . [COBISS.SI-ID 5708839]

113. LAVRAČ, Nada. Knowledge synthesis with inductive logic programming : Department of Computer Science, Katholieke Universiteit Leuven. 1992. . [COBISS.SI-ID 5708071]

114. DŽEROSKI, Sašo, LAVRAČ, Nada. Refinement graphs for FOIL and LINUS. V: MUGGLETON, Stephen (ur.). 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]

115. LAVRAČ, Nada, MOZETIČ, Igor. Second generation knowledge acquisition methods and their application to medicine. V: KERAVNOU, Elpida (ur.). Deep models for medical knowledge engineering. Amsterdam [etc.]: Elsevier, 1992. Str. 177-198. Medical artificial intelligence, Vol. 1. ISBN 0-444-89592-2. [COBISS.SI-ID 2730006]

116. MLADENIĆ, Dunja, ZUPANIČ, Darko, GROBELNIK, Marko, LAVRAČ, Nada. Stochastic search in inductive concept learning. V: Proceedings of International school for the synthesis of expert knowledge, Bled, Sepetmeber 3-5, 1992. Ljubljana: Jožef Stefan Institute, 1992. Str. 1-11. [COBISS.SI-ID 5622311]

117. MLADENIĆ, Dunja, ZUPANIČ, Darko, GROBELNIK, D., LAVRAČ, Nada. Stochastic search in inductive concept learning : Report CW 140, Depart. of Computer Science, Katholieke Univer. Leuven. 1992. [COBISS.SI-ID 5709607]

118. KOVAČIČ, Matevž, LAVRAČ, Nada, GROBELNIK, Marko, ZUPANIČ, Darko, MLADENIĆ, Dunja. Stochastic search in inductive logic programming. V: NEUMANN, Bernd (ur.). ECAI 92 : proceedings. 10th European Conference on Artificial Intelligence, August 3-7, 1992, Vienna, Austria. Chichester [etc.]: John Wiley & Sons, cop. 1992. Str. 444-445. ISBN 0-471-93608-1. [COBISS.SI-ID 3544404]

119. LAVRAČ, Nada, GROBELNIK, Marko, ZUPANIČ, Darko, MLADENIĆ, Dunja. Stochastic search in inductive logic programming : Report CW 141, Depart. of Computer Science, Katholieke Univer. Leuven. 1992. [COBISS.SI-ID 5709863]

120. LAVRAČ, Nada. The use of background knowledge in inductive concept learning : Universidade Estadual de Campinas, Departamento de Ciencia da Computacao, Instituto de Matematica, Estatistica e Ciencia de Computacao, Campinas, Brazilija. 1992. . [COBISS.SI-ID 5709351]

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

122. LAVRAČ, Nada, CESTNIK, Bojan, DŽEROSKI, Sašo. Use of heuristics in empirical inductive logic programming. V: 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]

123. LAVRAČ, Nada. From attribute-value learning to inductive logic programming : Faculty of Computer Science and Electrical Engineering, Trondheim University. 1993. . [COBISS.SI-ID 6078247]

124. LAVRAČ, Nada. Inductive concept learning : from attribute-value learning to inductive logic programming : Department for computer and Information Science, Linkoping University. 1993. . [COBISS.SI-ID 6077735]

125. 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]

126. LAVRAČ, Nada. Inductive logic programming : an introduction : Faculty of Computer Science and Electrical Engineering, Trondheim University. 1993. . [COBISS.SI-ID 6077991]

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

128. LAVRAČ, Nada. Induktivno logično programiranje : Fakulteta za strojništvo, Seminar Laboratorija za tehnično kibernetiko, obdelovalne sisteme in računalniško tehnologijo, Ljubljana. 1993. . [COBISS.SI-ID 5852199]

129. LAVRAČ, Nada. Knowledge engineering and knowledge acquisition : 24 ur predavanj za študente 5. semestra Uporabne informatike, Universitaet fuer Bildungswissenschaften, Celovec. 1993. . [COBISS.SI-ID 5851943]

130. DE RAEDT, Luc, LAVRAČ, Nada. The many faces of inductive logic programming. V: KOMOROWSKI, Jan. Methodologies for intelligent systems : 7th international symposium, ISMIS '93, Trondheim, Norway, June 15-18, 1993 : proceedings. Berlin [etc.]: Springer-Verlag, 1993. Str. 435-449. Lecture notes in computer science, Lecture notes in artificial intelligence, 689. ISBN 3-540-56804-2, ISBN 0-387-56804-2. [COBISS.SI-ID 2673942]

131. KLJAJIĆ, Miroljub, LAVRAČ, Nada, DEMŠAR, Franci, STEPIŠNIK, Janez, STARIČ, Marko, KORBAR, Darko, AĆIMOVIĆ-JANEŽIČ, Ruža. Metode in meritve v električni stimulaciji ekstremitet. Ljubljana: Univerza, Institut Jožef Stefan, 1993. 185 str., ilustr. Medicinska elektrotehnika, Električna stimulacija in nuklearna medicina. [COBISS.SI-ID 38411008]

132. DE RAEDT, Luc, LAVRAČ, Nada, DŽEROSKI, Sašo. Multiple predicate learning. V: BAJCSY, Ruzena (ur.). 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]

133. DE RAEDT, Luc, LAVRAČ, Nada, DŽEROSKI, Sašo. Multiple predicate learning. V: MUGGLETON, Stephen (ur.). 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]

134. LAVRAČ, Nada. Prednosti induktivnega logičnega programiranja : mednarodna delavnica ILP '93. Delo. [Tiskana izd.]. 35, št.74 (31.iii.1993), str.14. ISSN 0350-7521. [COBISS.SI-ID 40317952]

135. LAVRAČ, Nada, MLADENIĆ, Dunja, SUTLIČ, Irma, Members of the organizing committee. The Third International Workshop on Inductive Logic Programming, ILP'93, April 1-3, 1993, Bled, Slovenia. 1993. [COBISS.SI-ID 16606503]

136. 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]

137. LAVRAČ, Nada. Inductive concept learning using background knowledge. V: Proceedings of the XI Brazilian Symposium on Artificial Intelligence, SBIA'94, Fortaleza, October 17-20, [1994]. [s. l.]: [s. n.], [1994]. Str. 1-16. [COBISS.SI-ID 2695702]

138. LAVRAČ, Nada. Inductive logic programming. V: FUCHS, N. E. (ur.). Proceedings of the Tenth Logic Programming Workshop, WLP 94, 5-7 October, 1994, University of Zürich. Zürich: Institut für Informatik der Universität, 1994. Str. 1-15. [COBISS.SI-ID 2719254]

139. LAVRAČ, Nada. Inductive logic programming : a machine learning view : predavanje na Univerzi v Grazu, IIG. 1994. . [COBISS.SI-ID 9188903]

140. 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]

141. LAVRAČ, Nada. Inductive logic programming : techniques and applications : lecture given at Federal University of Paraiba, Campina Grande. 1994. . [COBISS.SI-ID 9189159]

142. LAVRAČ, Nada. Naslov projekta Inženiring znanja : zaključno poročilo o rezultatih opravljenega raziskovalnega dela na znanstveno-raziskovalnem projektu za triletno obdobje. Ljubljana: Institut "Jožef Stefan", 1994. 12, [53] f. [COBISS.SI-ID 41741313]

143. 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]

144. LAVRAČ, Nada, ZUPANIČ, Darko. World- wide web support for the management of international research projects : ILPNET, Periodic Progress Report No. 2. 1994. [COBISS.SI-ID 9361447]

145. 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]

146. LAVRAČ, Nada, GAMBERGER, Dragan, DŽEROSKI, Sašo. An approach to dimensionality reduction in learning from deductive databases. V: DE RAEDT, Luc (ur.). 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]

147. LAVRAČ, Nada. ILPNET : special report. Computational logic. February 1995, vol. 2, no. 1, str. 20-22. ISSN 1024-8773. [COBISS.SI-ID 2732310]

148. LAVRAČ, Nada. Inductive logic programming : 4 urni seminar na Troisieme Cycle Romand d'Informatique, Universite de Neuchatel, Neuchatel. 1995. . [COBISS.SI-ID 11890215]

149. LAVRAČ, Nada, DE RAEDT, Luc. Inductive logic programming: A survey of European research. AI communications : The European journal on artificial intelligence. March 1995, vol. 8, no. 1, str. 3-19. ISSN 0921-7126. [COBISS.SI-ID 2696214]

150. URBANČIČ, Tanja, BLAZNIK, Polonca, ČERNETIČ, Janko, LAVRAČ, Nada, WEISS, Renata. Izdelava in zagon modela permnentnega izobraževanja s področja informacijskih tehnologij : Elaborat - zaključno poročilo. 1995. [COBISS.SI-ID 11863335]

151. LAVRAČ, Nada (urednik, avtor dodatnega besedila), WROBEL, Stefan (urednik, avtor dodatnega besedila), 8th European Conference on machine learning, Heraclion, Crete, Greece, April 25-27, 1995. Machine learning: ECML-95 : proceedings. Berlin [etc.]: Springer-Verlag, 1995. XI, 370 str., ilustr. Lecture notes in computer science, Lecture notes in artificial intelligence, 912. ISBN 3-540-59286-5. [COBISS.SI-ID 16188933]

152. LAVRAČ, Nada (urednik), CADAM-95 Workshop, Bled. Računalniška analiza medicinskih podatkov : zbornik [delavnice], 27. - 28. november 1995, Bled, Slovenija = Computer-aided data analysis in medicine, CADAM-95. Ljubljana; Institut "Jožef Stefan": = IJS Scientific Publishing, 1995. 271 str., ilustr. ISBN 86-80023-23-X. [COBISS.SI-ID 55898112]

153. LAVRAČ, Nada, MLADENIĆ, Dunja, URBANČIČ, Tanja, ZUPAN, Blaž, Člani organizacijskega odbora. Računalniška analiza medicinskih podatkov, CADAM-95, 27-28 november 1995, Bled. 1995. [COBISS.SI-ID 16606247]

154. LAVRAČ, Nada, GAMBERGER, Dragan, TURNEY, Peter. Reduction of the number of features in the East-West challenge. 1995. IJS delovno poročilo, 7347. [COBISS.SI-ID 11890727]

155. GAMBERGER, Dragan, LAVRAČ, Nada. Towards a theory of relevance in inductive concept learning. 1995. IJS delovno poročilo, 7310. [COBISS.SI-ID 11890983]

156. MLADENIĆ, Dunja. Učenje z avtomatskim prilagajanjem učnemu problemu : [magistrska naloga]. Ljubljana: [D. Mladenić], 1995. X, 83 str., graf. prikazi. [COBISS.SI-ID 244308]

157. PILIH, Iztok A., MLADENIĆ, Dunja, LAVRAČ, Nada, PREVEC, Tine S. Uporaba odločitvenih dreves za napovedovanje izida po hudi poškodbi glave. V: LAVRAČ, Nada (ur.). Računalniška analiza medicinskih podatkov : zbornik [delavnice], 27. - 28. november 1995, Bled, Slovenija = Computer-aided data analysis in medicine, CADAM-95. CADAM-95 Workshop, Bled. Ljubljana; Institut "Jožef Stefan": = IJS Scientific Publishing, 1995. Str. 221-233. ISBN 86-80023-23-X. [COBISS.SI-ID 2702614]

158. LAVRAČ, Nada. Uporaba predznanja in relacijsko učenje : Analiza podatkov in generiranje znanja iz medicinskih podatkovnih baz, Bled. 1995. . [COBISS.SI-ID 11890471]

159. ZELIČ, Igor, KONONENKO, Igor, LAVRAČ, Nada, VUGA, Vasja. Avtomatsko učenje diagnosticiranja poškodb pri športu = Diagnosing of sport injuries with machine learning. V: ZAJC, Baldomir (ur.), SOLINA, Franc (ur.). Zbornik pete Elektrotehniške in računalniške konference ERK '96, 19. - 21. september 1996, Portorož, Slovenija. Ljubljana: IEEE Region 8, Slovenska sekcija IEEE, 1996. Str. b/167-170. ISBN 961-6062-08-5, ISBN 961-6062-09-3. [COBISS.SI-ID 2634518]

160. ZELIČ, Igor. Avtomatsko učenje diagnosticiranja poškodb pri športu : diplomska naloga. Ljubljana: [I. Zelič], 1996. 53 str., ilustr. [COBISS.SI-ID 14338087]

161. LAVRAČ, Nada. Computational logic & machine learning : Coordinator's report. Computational logic. 1996, vol. 3, str. 37. ISSN 1024-8773. [COBISS.SI-ID 12600615]

162. LAVRAČ, Nada, GAMBERGER, Dragan, TURNEY, Peter. Cost-sensitive feature reduction applied to a hybrid genetic algorithm. V: ARIKAWA, Setsuo (ur.). Proceedings : algorithmic learning theory. 7th International Workshop, ALT '96, Sydney, Australia, October 1996. Berlin [etc.]: Springer, 1996. Str. 127-134. Lecture notes in computer science, 1160, Lecture notes in artificial intelligence. ISBN 3-540-61863-5. ISSN 0302-9743. [COBISS.SI-ID 2667542]

163. PILIH, Iztok A., MLADENIĆ, Dunja, PREVEC, Tine S., LAVRAČ, Nada. Data analysis of patients with severe head injury : outcome prediction with decision trees. V: LAVRAČ, Nada (ur.). 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. 69-72. [COBISS.SI-ID 2728470]

164. LAVRAČ, Nada. ESPRIT ILPNET : Europäisches Forschungsnetzwerk für induktive Logikprogrammierung. KI. Künstliche Intelligenz. 1996, vol. 3, str. 66. ISSN 0933-1875. [COBISS.SI-ID 12954663]

165. LAVRAČ, Nada, GAMBERGER, Dragan, TURNEY, Peter. Feature reduction in the 24 trains East-West challenge. 1996. IJS delovno poročilo, 7372. [COBISS.SI-ID 12042279]

166. LAVRAČ, Nada, KERAVNOU, Elpida, ZUPAN, Blaž. The First International Workshop on Intelligent Data Analysis in Medicine and Pharmacology, IDAMAP-96, held in Budapest on 13 August 1996. 1996. [COBISS.SI-ID 2736406]

167. LAVRAČ, Nada, DŽEROSKI, Sašo, BRATKO, Ivan. Handling imperfect data in inductive logic programming. V: DE RAEDT, Luc (ur.). 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]

168. LAVRAČ, Nada. ILPNET : The European inductive logic programming scientific network. Computational logic. 1996, vol. 3, str. 46-47. ISSN 1024-8773. [COBISS.SI-ID 12600359]

169. LAVRAČ, Nada, ZUPANIČ, Darko. ILPNET Final Report, part 1 : PECO 92 contract No. CIPA3510OCT920044. Ljubljana, 1996. [COBISS.SI-ID 12256039]

170. LAVRAČ, Nada, ZUPANIČ, Darko. ILPNET periodic Progress Report No. 6, part 1 : PECO 92 contract No. CIPA3510OCT920044. Ljubljana, 1996. [COBISS.SI-ID 12255783]

171. 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]

172. 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]

173. LAVRAČ, Nada. Inductive logic programming : a machine learning view : University of Padova, Department of Pure and Applied Mathematics, Padova. 1996. . [COBISS.SI-ID 12256551]

174. LAVRAČ, Nada. Inductive logic programming : Universita de Venezia-Ca'Foscari. 1996. . [COBISS.SI-ID 12258087]

175. LAVRAČ, Nada, WROBEL, Stefan. Induktive Logikprogrammierung - Grundlagen und Techniken. KI. Künstliche Intelligenz. 1996, vol. 3, str. 46-54. ISSN 0933-1875. [COBISS.SI-ID 12606503]

176. LAVRAČ, Nada. Induktivno logično programiranje (ILP) : učenje relacijskih opisov z uporabo predznanja : Sredin seminar, Univerza v Ljubljani, FNT, Ljubljana. 1996. . [COBISS.SI-ID 12257319]

177. LAVRAČ, Nada (urednik, avtor dodatnega besedila), 12th European Conference on Artificial Intelligence and 1st International Workshop on IDAMAP, Budapest, 11-16 August, 1996. Inteligent data analysis in medicine and pharmacology. Budapest: ECCAI, 1996. XIII, 307 str. [COBISS.SI-ID 2727190]

178. RAEDT, Luc de, LAVRAČ, Nada. Multiple predicate learning in two inductive logic programming settings. Logic journal of the IGPL. 1996, 4, str. 227-254. ISSN 1367-0751. [COBISS.SI-ID 3879975]

179. GAMBERGER, Dragan, LAVRAČ, Nada. Noise detection and elimination applied to noise handling in a KRK chess endgame. V: MUGGLETON, Stephen (ur.). Inductive Logic Programming : proceedings. 6th International Workshop, ILP-96, Stockholm, Sweden, August 1996, Selected papers. Berlin... [etc.]: Springer, cop. 1997. Str. 72-88. Lecture notes in computer science, Lecture notes in artificial inteligence, 1314. ISBN 3-540-63494-0. ISSN 0302-9743. [COBISS.SI-ID 2633750]

180. LAVRAČ, Nada, GAMBERGER, Dragan, DŽEROSKI, Sašo. Noise elimination applied in early diagnosis of rheumatic diseases. V: LAVRAČ, Nada (ur.). 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]

181. GAMBERGER, Dragan, LAVRAČ, Nada, DŽEROSKI, Sašo. Noise elimination in inductive concept learning : a case study in medical diagnosis. V: ARIKAWA, Setsuo (ur.). 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]

182. GAMBERGER, Dragan, LAVRAČ, Nada. Noise elimination in inductive learning. 1996. IJS delovno poročilo, 7400. [COBISS.SI-ID 12042535]

183. LAVRAČ, Nada. Preprocessing by a cost-sensitive literal reduction algorithm REDUCE : The University of New South Wales, School of Computer Science and Engineering, Sydney. 1996. . [COBISS.SI-ID 12257575]

184. LAVRAČ, Nada, URBANČIČ, Tanja. Računalniška analiza medicinskih podatkov : delavnica v vili Bled, 27. in 28. 11. 1995. Isis : glasilo Zdravniške zbornice Slovenije. [Tiskana izd.]. 1996, let. 5, št. 1, str. 41. ISSN 1318-0193. [COBISS.SI-ID 2720022]

185. LAVRAČ, Nada, GAMBERGER, Dragan, TURNEY, Peter. Reduction of the number of features in the east-west challenge. 1996. IJS delovno poročilo, 7347. [COBISS.SI-ID 12255271]

186. 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]

187. 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]

188. LAVRAČ, Nada, ZUPAN, Blaž. Budimpešta : odkrivanje zakonitosti v medicinskih in farmakoloških podatkovnih bazah : poročilo o delavnici IDAMAP-96. Novice. 1997, let 10, str. 5-6. ISSN 1408-4864. [COBISS.SI-ID 12809511]

189. GAMBERGER, Dragan, LAVRAČ, Nada. Conditions for Occam's razor applicability and noise elimination. V: SOMEREN, Maarten van (ur.), WIDMER, Gerhard (ur.). Proceedings : machine learning - ECML-97. 9th European Conference on Machine Learning, Prague, Czech Republic, April 23-25, 1997. Berlin [etc.]: Springer, 1997. Str. 108-123. Lecture notes in computer science, 1224, Lecture notes in artificial intelligence. ISBN 3-540-62858-4. ISSN 0302-9743. [COBISS.SI-ID 12598567]

190. PILIH, Iztok A., MLADENIĆ, Dunja, LAVRAČ, Nada, PREVEC, Tine S. Data analysis of patients with severe head injury. V: LAVRAČ, Nada (ur.), KERAVNOU, Elpida (ur.), ZUPAN, Blaž (ur.). Intelligent Data Analysis in Medicine and Pharmacology. Boston; Dordrecht; London: Kluwer Academic Publishers, 1997. Str. 131-148. ISBN 0-7923-8000-2. [COBISS.SI-ID 12599079]

191. ZELIČ, Igor, KONONENKO, Igor, LAVRAČ, Nada, VUGA, Vanja. Diagnosis of sport injuries with machine learning : explanatation of induced decisions. V: Proceedings. Tenth IEEE Symposium on Computer-Based Medical Systems, June 11-13, 1997, Maribor, Slovenia. Los Alamitos [etc.]: IEEE Computer Society, 1997. Str. 195-199. IEEE Computer Society Publications. ISBN 0-8186-7928-X, ISBN 0-8186-7929-8, ISBN 0-8186-7930-1. ISSN 1063-7125. [COBISS.SI-ID 2855958]

192. LAVRAČ, Nada. Eliminacija šuma v predprocesiranju podatkov : predavanje v okviru Seminarja Slovenskega društva za umetno inteligenco, Institut Jožef Stefan, Ljubljana, 18. marec. 1997. [COBISS.SI-ID 12828199]

193. LAVRAČ, Nada, JOVANOSKI, Viktor. Experiments in irrelevant literal elimination. V: ZAJC, Baldomir (ur.). Zbornik šeste Elektrotehniške in računalniške konference ERK '97, 25. - 27. september 1997, Portorož, Slovenija. Ljubljana: IEEE Region 8, Slovenska sekcija IEEE, 1997. Str. 137-140. ISBN 961-6062-11-5, ISBN 961-6062-12-3. [COBISS.SI-ID 12605991]

194. LAVRAČ, Nada, DŽEROSKI, Sašo. Foreword. V: LAVRAČ, Nada (ur.), DŽEROSKI, Sašo (ur.). 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]

195. ZUPANIČ, Darko, HODOŠČEK, Milan, LAVRAČ, Nada, MOZETIČ, Igor. Global energy minimization of small molecules combining constraint logic programming and molecular mechanics. Journal of chemical information and computer sciences. 1997, vol. 37, str. 966-970. ISSN 0095-2338. [COBISS.SI-ID 12846887]

196. DŽEROSKI, Sašo, LAVRAČ, Nada (pisar), 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]

197. ZELIČ, Igor, KONONENKO, Igor, LAVRAČ, Nada, VUGA, Vanja. Induction of decision trees and Bayesian classification applied to diagnosis of sport injuries. V: LAVRAČ, Nada (ur.), KERAVNOU, Elpida (ur.), ZUPAN, Blaž (ur.). Intelligent Data Analysis in Medicine and Pharmacoloy. 15th International joint Conference on Artificial Intelligence IJCAI-97, Nagoya, Japan, August 23-29, 1997. Nagoya: The Japanese Society for Artificial Intelligence (JSAI), 1997. Str. 61-67. [COBISS.SI-ID 12953639]

198. ZELIČ, Igor, KONONENKO, Igor, LAVRAČ, Nada, VUGA, Vanja. Induction of decision trees and Bayesian classification applied to diagnosis of sport injuries. Journal of medical systems. 1997, vol. 21, str. 429-444. ISSN 0148-5598. [COBISS.SI-ID 13316903]

199. LAVRAČ, Nada. Inductive logic programming : invited talk at Imperial College, IC parc, December 3rd. 1997. [COBISS.SI-ID 12832807]

200. LAVRAČ, Nada (urednik, avtor dodatnega besedila), DŽEROSKI, Sašo (urednik), 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]

201. LAVRAČ, Nada. Inductive logic programming : [šest ur predavanj za študente računalništva na] University of Aarhus, Department of Computer Science, 20th - 23rd of May. 1997. [COBISS.SI-ID 12828711]

202. LAVRAČ, Nada. Intelligent data analysis and synthesis of medical knowledge bases : talk at the Seminar Biomedical Applications of Computational Logic and Machine Learning, Bled, 11th November. 1997. [COBISS.SI-ID 12832295]

203. LAVRAČ, Nada, KERAVNOU, Elpida, ZUPAN, Blaž. Intelligent data analysis in medicine. V: LAVRAČ, Nada (ur.), KERAVNOU, Elpida (ur.), ZUPAN, Blaž (ur.). Intelligent Data Analysis in Medicine and Pharmacoloy. 15th International joint Conference on Artificial Intelligence IJCAI-97, Nagoya, Japan, August 23-29, 1997. Nagoya: The Japanese Society for Artificial Intelligence (JSAI), 1997. Str. 33-39. [COBISS.SI-ID 12719399]

204. LAVRAČ, Nada (urednik, avtor dodatnega besedila), KERAVNOU, Elpida (urednik, avtor dodatnega besedila), ZUPAN, Blaž (urednik, avtor dodatnega besedila). Intelligent Data Analysis in Medicine and Pharmacology. Boston; Dordrecht; London: Kluwer Academic Publishers, 1997. IX, 310 str., graf. prikaz. ISBN 0-7923-8000-2. [COBISS.SI-ID 12598055]

205. LAVRAČ, Nada, KERAVNOU, Elpida T., ZUPAN, Blaž. Intelligent data analysis in medicine and pharmacology : an overview. V: LAVRAČ, Nada (ur.), KERAVNOU, Elpida (ur.), ZUPAN, Blaž (ur.). Intelligent Data Analysis in Medicine and Pharmacology. Boston; Dordrecht; London: Kluwer Academic Publishers, 1997. Str. 1-13. ISBN 0-7923-8000-2. [COBISS.SI-ID 12598311]

206. LAVRAČ, Nada (urednik, avtor dodatnega besedila), KERAVNOU, Elpida (urednik, avtor dodatnega besedila), ZUPAN, Blaž (urednik, avtor dodatnega besedila), 15th International joint Conference on Artificial Intelligence IJCAI-97, Nagoya, Japan, August 23-29, 1997. Intelligent Data Analysis in Medicine and Pharmacoloy. Nagoya: The Japanese Society for Artificial Intelligence (JSAI), 1997. 67 str., ilustr. [COBISS.SI-ID 12952871]

207. 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]

208. LAVRAČ, Nada, ZUPAN, Blaž. Izšla je knjiga "Intelligent Data Analysis in Medicine and Pharmacology". Novice. 1997, vol. 10, str. 13. ISSN 1408-4864. [COBISS.SI-ID 12954919]

209. LAVRAČ, Nada (intervjuvanec). Lahko tudi rečemo, da stroj in človek skupaj mislita bolje kot sam stroj in tudi bolje kot sam človek : predstavljamo letošnje dobitnike priznanja ambasador Republike Slovenije v znanosti - doc. dr. Nada Lavrač. Delo. [Tiskana izd.]. 6. VIII.1997, let. 39, št. 180, str. 7. ISSN 0350-7521. [COBISS.SI-ID 270156]

210. LAVRAČ, Nada, RAEDT, Luc de. Logic and learning : tutorial. [S.l.]: The International Joint Conferences on Artificial Inteligence: The Japanese Society for Artificial Intelligence, 1997. SA4-151 str. [COBISS.SI-ID 19420711]

211. LAVRAČ, Nada, DE RAEDT, L. Logic and learning : tutorial at the International Joint Conference on Artificial Intelligence, Nagoya, August 24th. 1997. [COBISS.SI-ID 12831783]

212. ZELIČ, Igor, KONONENKO, Igor, LAVRAČ, Nada, VUGA, Vanja. Machine learning applied to diagnosis of sport injuries. V: KERAVNOU, Elpida (ur.). Proceedings : Artificial intelligence in medicine. 6th Conference on Artificial Intelligence in Medicine Europe, AIME'97, Grenoble, France, March 1997. Berlin [etc.]: Springer, 1997. Str. 138-141. Lecture notes in computer science, 1211, Lecture notes in artificial intelligence. ISBN 3-540-62709-X. ISSN 0302-9743. [COBISS.SI-ID 12600103]

213. BAJD, Tadej, GROBELNIK, Marko, MLADENIĆ, Dunja, LAVRAČ, Nada, PRODNIK, V..., BENKO, Helena, ŠAVRIN, Rajmond, OBREZA, Pavla. Machine learning for prediction of walking abilities in incomplete spinal cord injured patients. V: KONONENKO, Igor (ur.), URBANČIČ, Tanja (ur.). Računalniška analiza medicinskih podatkov = Computer-aided data analysis in medicine, CADAM-97 : zbornik [delavnice], 12. november 1997, Bled, Slovenija. Ljubljana: Institut "Jožef Stefan", 1997. Str. 18-25. ISBN 86-80023-28-0. [COBISS.SI-ID 681556]

214. GAMBERGER, Dragan, LAVRAČ, Nada. Noise detection and elimination applied to noise handling in a KRK chess endgame. Lecture notes in computer science. [Print ed.]. 1997, vol. 1314, str. 72-88. ISSN 0302-9743. http://springerlink.com/content/ql1r631u3552/, DOI: 10.1007/3-540-63494-0_49. [COBISS.SI-ID 517000729]

215. LAVRAČ, Nada, GAMBERGER, Dragan, DŽEROSKI, Sašo. Noise elimination applied to early diagnosis of rheumatic diseases. V: LAVRAČ, Nada (ur.), KERAVNOU, Elpida (ur.), ZUPAN, Blaž (ur.). 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]

216. LAVRAČ, Nada. Obravnava problema relevantnosti v strojnem učenju in uporaba algoritma REDUCE : predavanje v okviru Seminarja Slovenskega društva za umetno inteligenco Institut Jožef Stefan, Ljubljana, 11. marec. 1997. [COBISS.SI-ID 12827943]

217. LAVRAČ, Nada. An overview of Ljubljana AI Labs activities in medical problem solving : predavanje na Seminarju Izbrane teme iz medicinske informatike in analize medicinskih podatkov, Medicinska fakulteta, 7. maj. 1997. [COBISS.SI-ID 12828455]

218. LAVRAČ, Nada, GAMBERGER, Dragan, TURNEY, Peter. Preprocessing by a cost-sensitive literal reduction algorithm : reduce. V: DELA RICCIA, Giacomo (ur.), LENZ, Hanz-Joachim (ur.), KRUSE, Rudolf (ur.). Learning, networks and statistics. Wien; York: Springer, 1997. Str. 179-196. CISM Courses and lectures, no. 382. ISBN 3-211-82910-5. [COBISS.SI-ID 12955943]

219. LAVRAČ, Nada. Preprocessing in inductive learning : elimination of irrelevant literal and soisy examples : invited talk at the Institute of Scientific and Industrial Research, Osaka University, August 13th. 1997. [COBISS.SI-ID 12829223]

220. LAVRAČ, Nada. Preprocessing in inductive learning : elimination of irrelevant literals and noisy examples : invited talk at the Tokyo Institute of Technology, August 20th. 1997. [COBISS.SI-ID 12831271]

221. FLACH, Peter, LAVRAČ, Nada. Representation issues in reasoning and learning, Area Meeting of ComulogNet Area "Computational Logic and Machine Learning", Prague, September 20, 1997. 1997. [COBISS.SI-ID 16510759]

222. LAVRAČ, Nada. A study of relevance for learning in deductive databases : invited talk at the Computer Science Department, Bristol University, November 28th. 1997. [COBISS.SI-ID 12832551]

223. LAVRAČ, Nada. The transformation approach to inductive logic programming : strengths and limitations : invited talk at Seminar of the Kurt Gödel Society, Vienna, Technical University, June 16th. 1997. [COBISS.SI-ID 12828967]

224. ZUPANIČ, Darko. Uporaba logičnega programiranja z omejitvami pri določanju prostorske strukture polipeptidnih molekul : magistrska naloga. Ljubljana: [D. Zupanič], 1997. 61 str., ilustr. [COBISS.SI-ID 369492]

225. PILIH, Iztok A., MLADENIĆ, Dunja, LAVRAČ, Nada, PREVEC, Tine S. Using machine learning for outcome prediction of patients with severe head injury. V: Proceedings. Tenth IEEE Symposium on Computer-Based Medical Systems, June 11-13, 1997, Maribor, Slovenia. Los Alamitos [etc.]: IEEE Computer Society, 1997. Str. 200-204. IEEE Computer Society Publications. ISBN 0-8186-7928-X, ISBN 0-8186-7929-8, ISBN 0-8186-7930-1. ISSN 1063-7125. [COBISS.SI-ID 2858006]

226. LAVRAČ, Nada. Computational logic and machine learning : a roadmap for inductive logic programming : invited talk at Compulog Net Second Strategic Planning Workshop, Rome. Dec. 15, 1998. [COBISS.SI-ID 14016807]

227. LAVRAČ, Nada. Data mining in medicine : selected techniques and applicataions : invited talk at ACRC Machine Learning Meeting, Bristol. March 19, 1998. [COBISS.SI-ID 14023207]

228. LAVRAČ, Nada. Data mining in medicine : selected techniques and applications. V: Intelligent data analysis in medicine and pharmacology (IDAMAP-98) : a workshop at ECAI-98. The 13th Biennial Euroopean Conference on Artificial Intelligence, ECAI-98, August 23-28, 1998, Brighton, UK. University of Brighton: ECAI, 1998. Str. 6-16. [COBISS.SI-ID 13529895]

229. LAVRAČ, Nada. Data mining in medicine : selected techniques and applications. V: PADD98 : proceedings of the Second International Conference on the Practical Application of Knowledge Discovery and Data Mining, 25th-27th March 1998, Westminster Central Hall, London, UK. London: The Practical Application Company, 1998. Str. 11-31. ISBN 0-9525554-92. [COBISS.SI-ID 13081895]

230. GAMBERGER, Dragan, LAVRAČ, Nada, GROŠELJ, Ciril. Experiments with noise detection algorithms in the diagnosis of coronary artery disease. V: Intelligent data analysis in medicine and pharmacology (IDAMAP-98) : a workshop at ECAI-98. The 13th Biennial Euroopean Conference on Artificial Intelligence, ECAI-98, August 23-28, 1998, Brighton, UK. University of Brighton: ECAI, 1998. Str. 29-33. [COBISS.SI-ID 13530151]

231. BAJD, Tadej, KRALJ, Alojz, ŠTEFANČIČ, Martin, LAVRAČ, Nada. FES assisted walking in incomplete SCI subjects : an overview. V: Proceedings. 6th Vienna International Workshop on Functional Electrostimulation Basics, Technology, Clinical Application, Vienna (Austria), September 22 - 24, 1998. Vienna: University of Vienna, Department of Biomedical Engineering and Physics, 1998. Str. 1-9, graf. prikazi. ISBN 3-900928-04-5. [COBISS.SI-ID 1136724]

232. BAJD, Tadej, ŠTEFANČIČ, Martin, LAVRAČ, Nada. FES walking after incomplete SCI. Electroencephalography and Clinical Neurophysiology. [Print ed.]. June 1998, vol. 106, suppl. 1001, str. 14-15. ISSN 0013-4694. [COBISS.SI-ID 1030484]

233. BAJD, Tadej, ŠTEFANČIČ, Martin, LAVRAČ, Nada. FES walking after incomplete SCI. V: STÅLBERG, Erik (ur.), WEERD, A. W. de (ur.), ZIDAR, Janez (ur.). 9th European Congress of Clinical Neurophysiology : ECCN 98 : Ljubljana, Slovenia, June 4-7, 1998. Bologna: Monduzzi Editore, International Proceedings Division, 1998. Str. 275-280. ISBN 88-323-0604-2. [COBISS.SI-ID 13293351]

234. LAVRAČ, Nada. Inducing rules and decision trees from clinical data : invited lecture. London: Research Seminar of Eastman Dental Institute, March 25, 1998. [COBISS.SI-ID 14017063]

235. FLACH, Peter A., LAVRAČ, Nada. Inductive logic programming : tutorial T5. Brighton: University of Sussex, 1998. 1 zv., ilustr. [COBISS.SI-ID 19420455]

236. LAVRAČ, Nada. Inductive logic programming for relational knowledge discovery. V: JAFFAR, Joxan (ur.). Logic programming : proceedings of the 1998 Joint International Conference and Symposium on Logic Programming [University of Machester, U.K., 16-19 June, 1998]. Cambridge [etc.]: The MIT Press, 1998. Str. 7-22. ISBN 0-262-60031-5. [COBISS.SI-ID 13259815]

237. LAVRAČ, Nada, KONONENKO, Igor, KERAVNOU, Elpida, KUKAR, Matjaž, ZUPAN, Blaž. Intelligent data analysis for medical diagnosis : using machine learning and temporal abstraction. AI communications : The European journal on artificial intelligence. 1998, vol. 11, str. 191-218. ISSN 0921-7126. [COBISS.SI-ID 13995047]

238. LAVRAČ, Nada. An introduction to inductive logic programming : invited talk at ILP Tutorial Day at International Conference on Inductive Logic Programming, ILP98, Madison, Visconsin. July, 21, 1998. [COBISS.SI-ID 14017319]

239. PILIH, Iztok A., PREVEC, Tine S., MLADENIĆ, Dunja, LAVRAČ, Nada. Napovedovanje izida zdravljenja po hudi poškodbi glave z odločitvenimi drevesi. V: FLIS, Vojko (ur.). Knjiga povzetkov = Book of abstracts. Drugi kongres Združenja kirurgov Slovenije z mednarodno udeležbo, Maribor, 21.-23.5.1998 = Second congress of Surgical society of Slovenia with international participation, Maribor, 21.-23.5.1998. Maribor, 1998. Str. 129. [COBISS.SI-ID 8669401]

240. Podjetnik : prvi medij podjetništva. LAVRAČ, Nada (član uredniškega sveta 1998). [Tiskana izd.]. Ljubljana: RR, 1992-2014. ISSN 1318-1025. http://www.podjetnik.si/. [COBISS.SI-ID 30354433]

241. LAVRAČ, Nada, GAMBERGER, Dragan, TURNEY, Peter. A relevancy filter for constructive induction. V: LIU, Huan (ur.), MOTODA, Hiroshi (ur.). Feature extraction, construction and selection : a data mining perspective. Boston; Dordrecht; London: Kluwer Academic Publishers, 1998. Str. 137-154. The Kluwer international series in engineering and computer science. ISBN 0-7923-8196-3. [COBISS.SI-ID 13368615]

242. LAVRAČ, Nada, GAMBERGER, Dragan, TURNEY, Peter. A relevancy filter for constructive induction. IEEE intelligent systems & their applications. 1998, vol. 13, str. 50-56. ISSN 1094-7167. [COBISS.SI-ID 13119527]

243. FLACH, P., LAVRAČ, Nada. Tutorial on inductive logic programming : invited talk at European Conference on Artificial Intelligence, ECAI-98, Brighton. August 24, 1998. [COBISS.SI-ID 14019367]

244. RAEDT, Luc de, LAVRAČ, Nada. Tutorial on inductive logic programming : invited talk at International Conference on Genetic Programming, GP98, Madison, Wisconsin. July, 22, 1998. [COBISS.SI-ID 14019111]

245. GAMBERGER, Dragan, LAVRAČ, Nada, GROŠELJ, Ciril. Uporaba izločitvenih pravil za zanesljivo diagnostiko : prestavljeno na CADAM'98, Računalniška analiza medicinskih podatkov, Ljubljana oktober 1998 = Exploiting exclusion rules for reliable diagnosis. Informatica medica slovenica. 1998, vol. 5, št. 1/2, str. 23-30. ISSN 1318-2129. [COBISS.SI-ID 13473575]

246. JOVANOSKI, Viktor, LAVRAČ, Nada. Using association rules for inductive concept learning. V: ZAJC, Baldomir (ur.). Zbornik sedme Elektrotehniške in računalniške konference ERK '98, 24. - 26. september 1998, Portorož, Slovenija. Ljubljana: IEEE Region 8, Slovenska sekcija IEEE, 1998. Zv. b, str. 129-132. ISBN 961-6062-14-X, ISBN 961-6062-15-8. [COBISS.SI-ID 13473831]

247. ŽELEZNÝ, Filip, LAVRAČ, Nada. Analysis of heuristic rule evaluation measures. 1999. IJS delovno poročilo, 8042. [COBISS.SI-ID 13994791]

248. ZUPAN, Blaž (gostujoči urednik), LAVRAČ, Nada (gostujoči urednik), KERAVNOU, Elpida (gostujoči urednik). Artificial inteligence in medicine : theme issue Data mining technologies and applications in medicine. Vol. 16, no. 1. Amsterdam: Elsevier, 1999. [COBISS.SI-ID 16085031]

249. LAVRAČ, Nada. Challanges for inductive logic programming. V: BARAHONA, Pedro (ur.), ALFERES, José J. (ur.). Progress in artificial intelligence : proceedings. 9th Portuguese Conference on Artificial Intelligence, EPIA'99 Évora, Portugal, September 21-24, 1999. Berlin [etc.]: Springer, 1999. Str. 16-33. Lecture notes in computer science, 1695, Lecture notes in artificial intelligence. ISBN 3-540-66548-X. ISSN 0302-9743. [COBISS.SI-ID 14386983]

250. LAVRAČ, Nada, URBANČIČ, Tanja, MLADENIĆ, Dunja, STEPANOVIĆ, Milan. Data mining and decision support for business competitiveness : Solomon European virtual enterprise. V: Industrial day : achieving competitive advantages with data mining and decision support : 29 June 1999, Bled, Slovenia. Ljubljana: Institut Jožef Stefan, 1999. [COBISS.SI-ID 14235431]

251. ZUPAN, Blaž, LAVRAČ, Nada, KERAVNOU, Elpida. Data mining techniques and applications in medicine : editorial. Artificial intelligence in medicine. [Print ed.]. 1999, vol. 16, str. 1-2. ISSN 0933-3657. [COBISS.SI-ID 14022951]

252. GAMBERGER, Dragan, LAVRAČ, Nada, GROŠELJ, Ciril. Diagnostic rules of increased reliability for critical medical applications. V: HORN, Werner (ur.), et al. Artificial intelligence in medicine : proceedings. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, AIMDM'99, Aalborg, Denmark, June 20-24, 1999. Berlin [etc.]: Springer, cop. 1999. Str. 361-365. Lecture notes in computer science, Lecture notes in artificial intelligence, 1620. ISBN 3-540-66162-X. ISSN 0302-9743. [COBISS.SI-ID 14277927]

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

254. GAMBERGER, Dragan, LAVRAČ, Nada, GROŠELJ, Ciril. Experiments with noise filtering in a medical domain. V: BRATKO, Ivan (ur.), DŽEROSKI, Sašo (ur.). Machine learning : proceedings of the Sixteenth International Conference (ICML '99), Bled, Slovenia, June 27 - 30, 1999. San Francisco: M. Kaufmann, 1999. Str. 143-151. ISBN 1-55860-612-2. [COBISS.SI-ID 14276135]

255. JOVANOSKI, Viktor, LAVRAČ, Nada. Feature subset selection in association rules learning systems. V: ZAJC, Baldomir (ur.). Zbornik osme Elektrotehniške in računalniške konference ERK '99, 23. - 25. september 1999, Portorož, Slovenija. Ljubljana: IEEE Region 8, Slovenska sekcija IEEE, 1999. Zv. b, str. 301-304. ISBN 961-6062-17-4, ISBN 961-6062-18-2. [COBISS.SI-ID 14598951]

256. GAMBERGER, Dragan, LAVRAČ, Nada, JOVANOSKI, Viktor. High confidence association rules for medical diagnosis. V: Intelligent data analysis in medicine and pharmacology : a workshop at the Annual Symposium of the American Medical Informatics Association (AMIA'99), Washington, DC, Saturday, November 6, 1999. [S.l.: s.n.], 1999. Str. 42-51. [COBISS.SI-ID 14987303]

257. ZELIČ, Igor, LAVRAČ, Nada. Impact of machine learning to the diagnosis and prognosis of first cerebral paroxysm. V: BAVEC, Cene (ur.), GAMS, Matjaž (ur.). 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. 78-81. ISBN 961-6303-18-X. [COBISS.SI-ID 10526425]

258. ZELIČ, Igor, LAVRAČ, Nada, NAJDENOV, Peter, RENER-PRIMEC, Zvonka. Impact of machine learning to the diagnosis and prognosis of first cerebral paroxysm. V: ABU-HANNA, Ameen (ur.), LUCAS, Peter (ur.). Working notes of the AIMDM'99 workshop on Prognostic Models in Medicine: Articifial Intelligence and Decision Analytic Aproaches : held during the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, AIMDM'99, Aalborg, Denmark, 20 June 1999. [S.l.]: European Society for Medical Decision Making, 1999. Str.57-60. [COBISS.SI-ID 14271527]

259. ZELIČ, Igor, LAVRAČ, Nada, NAJDENOV, Peter, RENER-PRIMEC, Zvonka. Impact of machine learning to the diagnosis and prognosis of first cerebral paroxysm. V: Workshop W13 : machine learning in medical applications : [5-16 July 1999, Chania, Greece]. [S.l.: s.n.], 1999. Str. 24-26. [COBISS.SI-ID 14271015]

260. 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]

261. LAVRAČ, Nada, URBANČIČ, Tanja, STEPANOVIČ, Milan. Industrial day: Achieving competitive advantages with data mining and decision support,29 June 1999. 1999. [COBISS.SI-ID 15632167]

262. LAVRAČ, Nada, ZUPAN, Blaž. Intelligent data analysis in medicine and pharmacology : a workshop at the Annual Symposium of the American Medical Informatics Association (AMIA'99), Washington, DC, Saturday, November 6, 1999. 1999. [COBISS.SI-ID 14987047]

263. URBANČIČ, Tanja, LAVRAČ, Nada, STEPANOVIČ, Milan. Izkušnje pri prenosu znanja na področju informacijskih tehnologij - od centra do mednarodne mreže. V: Ali Slovenija lahko postane razvita družba znanja? : povzetki prispevkov. Letna programska konferenca 1999, 15. junija 1999, Cankarjev dom, Ljubljana. Ljubljana: Združenje raziskovalcev Slovenije, 1999. Str. 7-8. [COBISS.SI-ID 14279463]

264. LAVRAČ, Nada. Machine learning for data mining in medicine. V: HORN, Werner (ur.), et al. Artificial intelligence in medicine : proceedings. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, AIMDM'99, Aalborg, Denmark, June 20-24, 1999. Berlin [etc.]: Springer, cop. 1999. Str. 47-62. Lecture notes in computer science, Lecture notes in artificial intelligence, 1620. ISBN 3-540-66162-X. ISSN 0302-9743. [COBISS.SI-ID 14275623]

265. 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]

266. KAVŠEK, Branko. Program za napovedovanje uspešnosti podjetja : diplomska naloga. Ljubljana: [B. Kavšek], 1999. 63 str., ilustr. [COBISS.SI-ID 14337831]

267. LAVRAČ, Nada, FLACH, Peter, ZUPAN, Blaž. Rule evaluation measures : a unifying view. V: DŽEROSKI, Sašo (ur.). Inductive logic programming : 9th International Workshop, ILP-99, Bled, Slovenia, June 1999 : proceedings. Berlin [etc.]: Springer, 1999. Str. 174-185. Lecture notes in computer science, 1634, Lecture notes in artificial inteligence. ISBN 3-540-66109-3. ISSN 0302-9743. [COBISS.SI-ID 14275879]

268. LAVRAČ, Nada. Selected techniques for data mining in medicine. Artificial intelligence in medicine. [Print ed.]. 1999, vol. 16, str. 3-23. ISSN 0933-3657. [COBISS.SI-ID 14023463]

269. LAVRAČ, Nada (gostujoči urednik), DŽEROSKI, Sašo (gostujoči urednik), NUMAO, M. (gostujoči urednik). 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]

270. DŽEROSKI, Sašo (gostujoči urednik), LAVRAČ, Nada (gostujoči urednik). 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]

271. LAVRAČ, Nada, GAMBERGER, Dragan, JOVANOSKI, Viktor. A study of relevance for learning in deductive databases. The Journal of logic programming. [Print ed.]. 1999, vol. 40, str. 215-249. ISSN 0743-1066. [COBISS.SI-ID 14251559]

272. BAJD, Tadej, KRALJ, Alojz, ŠTEFANČIČ, Martin, LAVRAČ, Nada. Use of functional electrical stimulation in the lower extremities of incomplete spinal cord injured patients. Artificial organs. May 1999, vol. 23, no. 5, str. 403-409, graf. prikazi. ISSN 0160-564X. DOI: 10.1046/j.1525-1594.1999.06360.x. [COBISS.SI-ID 14251303]

273. LAVRAČ, Nada (intervjuvanec). Velika izbira podatkov ni izgubljena izbira : z informacijskimi tehnologijami do novega znanja. Manager : revija za podjetne. maj 1999, št. 5, str. 28-29. ISSN 0353-8079. [COBISS.SI-ID 14165287]

274. LAVRAČ, Nada, MIKSCH, Silvia, Members of the programme committee. 5th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-20000) [held] at the 14th European Conference on Artificial Intelligence (ECAI-2000), Berlin, Germany, August 2000. 2000. [COBISS.SI-ID 15631911]

275. JOVANOSKI, Viktor. Algoritmi za gradnjo povezovalnih pravil. [V. Jovanoski], 2000. f. 51, ilustr. [COBISS.SI-ID 15898663]

276. GAMBERGER, Dragan, LAVRAČ, Nada. Confirmation rule sets. V: ZIGHED, Djamel A. (ur.), KOMOROWSKI, Jan (ur.), ŻYTKOW, Jan M. (ur.). 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. 34-43. Lecture notes in computer science, Lecture notes in artificial intelligence, 1910. ISBN 3-540-41066-X. ISSN 0302-9743. [COBISS.SI-ID 15383591]

277. MLADENIĆ, Dunja (urednik), LAVRAČ, Nada (urednik). Data mining and decision support for business competitiveness : a European virtual enterprise : first progress report. Ljubljana: Institut "Jožef Stefan", 2000. Progress report, Sol-Eu-Net, IST-11495. [COBISS.SI-ID 15335719]

278. MLADENIĆ, Dunja (urednik), LAVRAČ, Nada (urednik). Data mining and decision support for business competitiveness : a European virtual enterprise : second progress report. Ljubljana: Institut "Jožef Stefan", 2000. Progress report, Sol-Eu-Net, IST-11495. [COBISS.SI-ID 16474663]

279. URBANČIČ, Tanja, MLADENIĆ, Dunja, LAVRAČ, Nada. First Yearly Meeting of the Sol-Eu-Net Project and Four-Project Familiarization Workshop, 28-30 May 2000, Barcelona. 2000. [COBISS.SI-ID 15615015]

280. LAVRAČ, Nada, MIKSCH, Silvia. Foreword. V: LAVRAČ, Nada (ur.), MIKSCH, Silvia (ur.), KAVŠEK, Branko (ur.). Proceedings. 5th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2000) [held] at the 14th European Conference on Artificial Intelligence (ECAI-2000), Berlin, Germany, August 2000. [S.l.: s.n.], 2000. Str. 2 str. [COBISS.SI-ID 15631399]

281. GAMBERGER, Dragan, LAVRAČ, Nada, KRSTAČIĆ, Goran, ŠMUC, Tomislav. Inconsistency tests for patient records in a coronary heart disease database. V: LAVRAČ, Nada (ur.), MIKSCH, Silvia (ur.), KAVŠEK, Branko (ur.). Proceedings. 5th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2000) [held] at the 14th European Conference on Artificial Intelligence (ECAI-2000), Berlin, Germany, August 2000. [S.l.: s.n.], 2000. Str. 13-16. [COBISS.SI-ID 15631655]

282. GAMBERGER, Dragan, LAVRAČ, Nada, KRSTAČIĆ, Goran, ŠMUC, Tomislav. Inconsistency tests for patient records in a coronary heart disease database. V: BRAUSE, Rüdiger W. (ur.), HANICH, Ernst (ur.). Medical data analysis : first international symposium, ISMDA 2000, Frankfurt, Germany, September 29-30, 2000 : proceedings. Berlin [etc.]: Springer, 2000. Str. 183-189. Lecture notes in computer science, 1933. ISBN 3-540-41089-9. ISSN 0302-9743. [COBISS.SI-ID 15383335]

283. LAVRAČ, Nada, MLADENIĆ, Dunja, URBANČIČ, Tanja, STEPANOVIČ, Milan. Inteligentna analiza podatkov in podpora odločanju. Delo. [Tiskana izd.]. 19.4.2000, str. 16 (znanost). ISSN 0350-7521. [COBISS.SI-ID 14936615]

284. LAVRAČ, Nada, KERAVNOU, Elpida, ZUPAN, Blaž. Intelligent data analysis in medicine. V: KENT, Allen (ur.), WILLIAMS, James G. (ur.), HALL, Carolyn M. (ur.). Encyclopedia of computer science and technology. Volume 42, Supplement 27. New York; Basel: Marcel Dekker, Inc., cop. 2000. Str. 113-157. ISBN 0-8247-2295-7. [COBISS.SI-ID 15107623]

285. LAVRAČ, Nada, KERAVNOU, Elpida, ZUPAN, Blaž. Intelligent data analysis in medicine. V: KENT, Allen (ur.), HALL, Carolyn M. (ur.). Encyclopedia of library and information science. Volume 68, Supplement 31. New York; Basel: [s. n.], 2000. Str. 209-254. ISBN 0-8247-2068-7. [COBISS.SI-ID 15406375]

286. 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]

287. TODOROVSKI, Ljupčo, FLACH, Peter, LAVRAČ, Nada. Predictive performance of weighted relative accuracy. V: ZIGHED, Djamel A. (ur.), KOMOROWSKI, Jan (ur.), ŻYTKOW, Jan M. (ur.). 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. 255-264. Lecture notes in computer science, Lecture notes in artificial intelligence, 1910. ISBN 3-540-41066-X. ISSN 0302-9743. [COBISS.SI-ID 15680807]

288. LAVRAČ, Nada (urednik), MIKSCH, Silvia (urednik), KAVŠEK, Branko (urednik), 5th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2000) [held] at the 14th European Conference on Artificial Intelligence (ECAI-2000), Berlin, Germany, August 2000. Proceedings. [S.l.: s.n.], 2000. 76 str., ilustr. [COBISS.SI-ID 15631143]

289. FLACH, Peter A., LAVRAČ, Nada. The role of feature construction in inductive rule learning. V: DE RAEDT, Luc (ur.), KRAMER, Stefan (ur.). [Proceedings of the]ICML-2000 Workshop on Attribute-Value and Relational Learning: Crossing the Boundaries. [17th International Conference on Machine Learning], Stanford University, July 2, 2000. [S.l.: s,n.], 2000. Str. 1-11. [COBISS.SI-ID 15632423]

290. ZUPANIČ, Darko. Učenje struktur preiskovalnih prostorov v okviru logičnega programiranja z omejitvami : doktorska disertacija = Learning search space structures in a constraint logic programming framework : doctoral dissertation. Ljubljana: [D. Zupanič], 2000. 121 str., graf. prikazi. [COBISS.SI-ID 2233940]

291. LAVRAČ, Nada, URBANČIČ, Tanja, MOYLE, Steve, MLADENIĆ, Dunja, STEPANOVIĆ, Milan. A virtual European enterprise in data mining and decision support. Ljubljana: Institut "Jožef Stefan ", 2000. [COBISS.SI-ID 15619879]

292. LAVRAČ, Nada. Advances in relational data mining : invited talk : Multi-Relational Data Mining Workshop at ECML/PKDD-2001, 12th European Conference on Machine Leraning and 5th European Conference on Principles and Practice of Knowledge Discovery in Databases, Freiburg, September 6, 2001. 2001. [COBISS.SI-ID 16151079]

293. KERAVNOU, Elpida, LAVRAČ, Nada. AIM portraits : tracing the evolution of artificial intelligence in medicine and predicting its future in the new millennium. Artificial intelligence in medicine. [Print ed.]. 2001, vol. 23, str. 1-4. ISSN 0933-3657. [COBISS.SI-ID 16074791]

294. KERAVNOU, Elpida (gostujoči urednik), LAVRAČ, Nada (gostujoči urednik). Artificial inteligence in medicine : theme issue AIM portraits. Vol. 23, no. 1. Amsterdam: Elsevier, 2001. [COBISS.SI-ID 16085287]

295. LAVRAČ, Nada, BOHANEC, Marko. Aspects of data mining and decision support integration. V: BAVEC, Cene (ur.), 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. 120-123. ISBN 961-6303-34-1. [COBISS.SI-ID 16249127]

296. JOVANOSKI, Viktor, LAVRAČ, Nada. Classification rule learning with APRIORI-C. V: GIRAUD-CARRIER, C. (ur.), 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. 81-92. [COBISS.SI-ID 16150055]

297. JOVANOSKI, Viktor, LAVRAČ, Nada. Classification rule learning with APRIORI-C. V: BRAZDIL, Pavel B. (ur.), JORGE, Alípio (ur.). Progress in artificial intelligence : knowledge extraction, multi-agent systems, logic programming, and constraint solving : 10th Portuguese Conference on Artificial Intelligence, EPIA 2001, Porto, Portugal, December 17-20, 2001 : proceedings. Berlin [etc.]: Springer, cop. 2001. Str. 44-51. Lecture notes in computer science, 2258, Lecture notes in artificial intelligence. ISBN 3-540-43030-X. ISSN 0302-9743. [COBISS.SI-ID 16420647]

298. KAVŠEK, Branko, LAVRAČ, Nada. The CN2 rule induction algorithm with weighted relative accuracy : a JAVA implementation and experimental evaluation. V: ZAJC, Baldomir (ur.). Zbornik desete Elektrotehniške in računalniške konference ERK 2001, 24. - 26. september 2001, Portorož, Slovenija. Ljubljana: IEEE Region 8, Slovenska sekcija IEEE, 2001. Zv. b, str. 165-168. ISBN 961-6062-21-2, ISBN 961-6062-22-0. [COBISS.SI-ID 16178215]

299. LAVRAČ, Nada. Computational logic and machine learning : a roadmap for inductive logic programming. Computational logic. May 2001, spec. issue, str. 47-73. ISSN 1024-8773. [COBISS.SI-ID 16855079]

300. KAVŠEK, Branko, LAVRAČ, Nada, FERLIGOJ, Anuška. Consensus decision trees. V: MRVAR, Andrej (ur.), FERLIGOJ, Anuška (ur.). International Conference on Methodology and Statistics : program and abstracts : September 16-19. 2001, Ljubljana, Slovenia. International Conference on Methodology and Statistics, September 16-19, 2001, Ljubljana, Slovenia. Ljubljana: Center of Methodology and Informatics, Institute of Social Sciences at Faculty of Social Sciences, University of Ljubljana, Slovenia, [2001]. Str. 32. [COBISS.SI-ID 16151591]

301. KAVŠEK, Branko, LAVRAČ, Nada, FERLIGOJ, Anuška. Consensus decision trees : using consensus hierarchical clustering for data relabelling and reduction. V: RAEDT, Luc de (ur.), FLACH, Peter (ur.). Machine learning : ECML 2001 : proceedings. Berlin [etc.]: Springer, 2001. Str. 251-262. Lecture notes in artificial intelligence, 2167, Lecture notes in computer science. ISBN 3-540-42536-5. [COBISS.SI-ID 16134183]

302. LAVRAČ, Nada (intervjuvanec), BOHANEC, Marko (intervjuvanec). Data mining + decision tools = better business. Synergy. 2001, issue 4, str. 10-13. ISSN 1360-5518. [COBISS.SI-ID 15919655]

303. LAVRAČ, Nada. Data mining and decision support : a note on the issues of their integration and their relation to expert systems. V: GIRAUD-CARRIER, C. (ur.), et al. Integrating aspects of data mining, decision support and meta-learning (IDDM-2001) : position, developments and future directions. ECML/PKDD01 Workshop, Freiburg, 3rd September, 2001. [S.l.: s.n.], 2001. Str. 1-8. [COBISS.SI-ID 16149287]

304. MLADENIĆ, Dunja (urednik), LAVRAČ, Nada (urednik). Data mining and decision support for business competitiveness : a European virtual enterprise : third progress report. Ljubljana: Institut "Jožef Stefan", 2001. Progress report, Sol-Eu-Net, IST-11495. [COBISS.SI-ID 16473639]

305. LAVRAČ, Nada. Data mining and knowledge discovery : invited talk. Bled: Bled School of Management, 16 Oct. 2001. [COBISS.SI-ID 16244263]

306. JORGE, Alipio, URBANČIČ, Tanja, LAVRAČ, Nada. Data mining for desicion support in marketing : Porto, Portugalska, 21. december 2001. 2001. [COBISS.SI-ID 16392231]

307. GIRAUD-CARRIER, Christophe, LAVRAČ, Nada, MOYLE, Steve. ECML/PKDD01 Workshop : integrating aspects of data mining, decision support and meta-learning (IDDM-2001) : positions, developments and future directions. V: GIRAUD-CARRIER, C. (ur.), et al. Integrating aspects of data mining, decision support and meta-learning (IDDM-2001) : position, developments and future directions. ECML/PKDD01 Workshop, Freiburg, 3rd September, 2001. [S.l.: s.n.], 2001. Str. i. [COBISS.SI-ID 16149543]

308. GIRAUD-CARRIER, Christophe, LAVRAČ, Nada, MOYLE, Steve. ECML/PKDD01 Workshop : integrating aspects of data mining, decision support and meta-learning (IDDM-2001) : positions, developments and future directions. V: GIRAUD-CARRIER, C. (ur.), 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. [COBISS.SI-ID 16150311]

309. 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]

310. LAVRAČ, Nada, FLACH, Peter A. An extended transformation approach to inductive logic programming. ACM transactions on computational logic. 2001, vol. 2, str. 458-494. ISSN 1529-3785. [COBISS.SI-ID 16307751]

311. GAMBERGER, Dragan, LAVRAČ, Nada. Filtering noisy instances and outliers. V: LIU, Huan (ur.), MOTODA, Hiroshi (ur.). Instance selection and construction for data mining. Boston; Dordrecht; London: Kluwer Academic Publishers, cop. 2001. Str. 375-397. The Kluwer international series in engineering and computer science, SECS 608. ISBN 0-7923-7209-3. [COBISS.SI-ID 15816999]

312. LAVRAČ, Nada. Financirani so le najboljši : ocenjevanje evropskih znanstveno-razvojnih projektov v Bruslju. Delo. [Tiskana izd.]. 19 dec. 2001, str. 13. ISSN 0350-7521. [COBISS.SI-ID 16422439]

313. LAVRAČ, Nada, URBANČIČ, Tanja. How to use data mining in marketing : methods and examples : talk presented at International Seminar "Data Mining for Decision Support in Marketing",21 December 2001, Porto, Portugal. 2001. [COBISS.SI-ID 16421415]

314. GIRAUD-CARRIER, C. (urednik), LAVRAČ, Nada (urednik), MOYLE, Steve (urednik), KAVŠEK, Branko (urednik), ECML/PKDD01 Workshop, Freiburg, 3rd September, 2001. Integrating aspects of data mining, decision support and meta-learning (IDDM-2001) : position, developments and future directions. [S.l.: s.n.], 2001. loč. pag., ilustr. [COBISS.SI-ID 16149031]

315. GIRAUD-CARRIER, C. (urednik), LAVRAČ, Nada (urednik), MOYLE, S. (urednik), KAVŠEK, Branko (urednik), 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. Integrating aspects of data mining,decision support and meta-learning : working notes. [S.l.: s.n.], 2001. loč. pag., graf. prik. [COBISS.SI-ID 16148775]

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

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

318. LAVRAČ, Nada. Kaj se skriva v podatkih : vabljeno predavanje iz sklopa Prostori umetnosti. Ljubljana: Akademija za likovno umetnost, 29. marec 2001. [COBISS.SI-ID 16421671]

319. SAITTA, Lorenza, LAVRAČ, Nada, et al., SAITTA, Lorenza (urednik). Machine learning : a technological roadmap. Amsterdam: University of Amsterdam, [2001]. 117 str., graf. prik. ISBN 90-5470-096-3. [COBISS.SI-ID 16094759]

320. LAVRAČ, Nada. Odkrivanje zakonitosti v podatkovnih bazah. Maribor: Fakulteta za računalništvo in informatiko, Institut za informatiko, 2. april 2001. [COBISS.SI-ID 16421927]

321. LAVRAČ, Nada. Odkrivanje zakonitosti v podatkovnih bazah. Nova Gorica: Fakulteta za znanosti o okolju, 6. dec. 2001. [COBISS.SI-ID 16422183]

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

323. KRAMER, Stefan, LAVRAČ, Nada, FLACH, Peter. Propositionalization approaches to relational data mining. V: DŽEROSKI, Sašo (ur.), LAVRAČ, Nada (ur.). Relational data mining. Berlin [etc.]: Springer, 2001. Str. 262-291. ISBN 3-540-42289-7. [COBISS.SI-ID 16148263]

324. DŽEROSKI, Sašo (urednik), LAVRAČ, Nada (urednik). Relational data mining. Berlin [etc.]: Springer, 2001. XV, 398 str., ilustr. ISBN 3-540-42289-7. [COBISS.SI-ID 16146471]

325. LAVRAČ, Nada, GAMBERGER, Dragan. Saturation filtering for noise and outlier detection. V: SCHEFFER, Tobias (ur.), WROBEL, Stefan (ur.). Active learning, database sampling, experimental design: views on instance selection : 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. 1-4. [COBISS.SI-ID 16150823]

326. LAVRAČ, Nada (pisar), CESTNIK, Bojan, KLINE, Miro, JORGE, Alípio, RAUCH, James E., ANAND, Sarabjot S., FLACH, Peter A., LAVRAČ, Nada (urednik), URBANČIČ, Tanja (urednik). Seminar on data mining for decision support in marketing : study material. Porto: Faculdade de Economia da Universidade, 2001. loč. pag., ilustr. [COBISS.SI-ID 19582759]

327. LAVRAČ, Nada, URBANČIČ, Tanja, OREL, Andrej. Virtual enterprise models for networking academia and business. V: Second European Conference on Knowledge Management : Bled School of Management Bled, Slovenia, 8-9 November 2001. Reading: MCIL, 2001. Str. 795-801. ISBN 0-9540488-2-2. [COBISS.SI-ID 16291111]

328. URBANČIČ, Tanja, LAVRAČ, Nada, SITAR, Špela. Z analizo podatkov do boljših marketinskih odločitev : Ljubljana, 7. november 2001. Ljubljana: Institut "Jožef Stefan, 2001. [COBISS.SI-ID 16391719]

329. CESTNIK, Bojan, KLINE, Miro, MRVAR, Andrej, FLACH, Peter A., ANAND, Sarabjot S., RAJKOVIČ, Vladislav, LAVRAČ, Nada (urednik), URBANČIČ, Tanja (urednik). Z analizo podatkov do boljših marketinških odločitev : študijsko gradivo za seminar. Ljubljana: Institut Jožef Stefan, Center za prenos znanja na področju informacijskih tehnologij, 2001. 1 zv., ilustr. [COBISS.SI-ID 19583015]

330. LAVRAČ, Nada, FLACH, Peter, KAVŠEK, Branko, TODOROVSKI, Ljupčo. Adapting classification rule induction to subgroup discovery. V: Proceedings. 2002 IEEE International Conference on Data Mining, ICDM 2002, 9-12 December, 2002, Maebashi City, Japan. Los Alamitos [etc.]: IEEE Computer Society, 2002. Str. 266-273. ISBN 0-7695-1754-4. [COBISS.SI-ID 17189159]

331. KAVŠEK, Branko, LAVRAČ, Nada. Analysis of different approaches to subgroup discovery. V: MRVAR, Andrej (ur.), FERLIGOJ, Anuška (ur.). Program and abstracts. International Conference on Methodology and Statistics, September 15-18, 2002 Ljubljana, Slovenia. Ljubljana: Center of Methodology and Informatics, Faculty of Social Sciences, University of Ljubljana, 2002. Str. 53. [COBISS.SI-ID 16988967]

332. GAMBERGER, Dragan, LAVRAČ, Nada, KRSTAČIĆ, Goran. Confirmation rule induction and its applications to coronary heart disease diagnosis and risk group discovery. Journal of intelligent & fuzzy systems. [Print ed.]. 2002, vol. 12, str. 35-48. ISSN 1064-1246. [COBISS.SI-ID 17192743]

333. LAVRAČ, Nada. Constraint-based data mining and subgroup discovery. V: LUCAS, Peter (ur.), LAVRAČ, Nada (ur.), ABU-HANNA, Ameen (ur.). Fundamentals of medical informatics : ESF Exploratory Workshop, Elspeet, The Netherlands, 27-29 October, 2002. Strasbourg: ESF, 2002. Str. 274-275. [COBISS.SI-ID 17105959]

334. CESTNIK, Bojan, LAVRAČ, Nada, ŽELEZNÝ, Filip, GAMBERGER, Dragan, TODOROVSKI, Ljupčo, KLINE, Miro. Data mining for decision support in marketing : a case study in targeting a marketing campaign. V: BOHANEC, Marko (ur.), et al. ECML/PKDD-2002 Workshop [Proceedings] : IDDM-2002. Helsinki: Helsinki University, 2002. Str. 25-34. ISBN 952-10-0634-X. [COBISS.SI-ID 16925735]

335. GAMBERGER, Dragan, LAVRAČ, Nada. Descriptive induction through subgroup discovery : a case study in a medical domain. V: SAMMUT, Claude (ur.), HOFFMANN, Achim (ur.). 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. 163-170. The Morgan Kaufmann series in machine learning. ISBN 1-55860-873-7. ISSN 1049-1910. [COBISS.SI-ID 16854823]

336. BOHANEC, Marko, KAVŠEK, Branko, MLADENIĆ, Dunja, LAVRAČ, Nada. ECML/PKDD-2002 Workshop : IDDM-2002 : 2nd International Workshop on Integration and Collaboration Aspects of Data Mining, Decision Support and Meta-Learning. V: BOHANEC, Marko (ur.), et al. ECML/PKDD-2002 Workshop [Proceedings] : IDDM-2002. Helsinki: Helsinki University, 2002. ISBN 952-10-0634-X. [COBISS.SI-ID 16924455]

337. BOHANEC, Marko (urednik), KAVŠEK, Branko (urednik), LAVRAČ, Nada (urednik), MLADENIĆ, Dunja (urednik). ECML/PKDD-2002 Workshop [Proceedings] : IDDM-2002. Helsinki: Helsinki University, 2002. V, 174 str., ilustr. ISBN 952-10-0634-X. [COBISS.SI-ID 16922663]

338. BOHANEC, Marko, MLADENIĆ, Dunja, LAVRAČ, Nada, Workshop chairs. ECML/PKDD-2002, IDDM-2002, 2nd International Workshop on Integration and Collaboration Aspects of Data Mining, Decision Support and Meta-Learning, Helsinki, 19 August 2002. 2002. [COBISS.SI-ID 16923431]

339. GAMBERGER, Dragan, LAVRAČ, Nada. Expert-guided subgroup discovery : methodology and application. The journal of artificial intelligence research. 2002, vol. 17, str. 501-527. ISSN 1076-9757. [COBISS.SI-ID 17209127]

340. LAVRAČ, Nada, MOTODA, Hiroshi, FAWCETT, Tom. First International Workshop on Data Mining Lessons Learned (DMLL-2002) : preface. V: LAVRAČ, Nada (ur.), MOTODA, Hiroshi (ur.), FAWCETT, Tom (ur.). Proceedings of the ICML-2002 Workshop on Data Mining Lessons Learned. [Nineteenth International Conference on Machine Learning, 8-12 July 2002, University of New South Wales, Sydney-Australia]. Sydney: The University of New South Wales, 2002. 1 str. ISBN 0-7334-1933-X. [COBISS.SI-ID 16854567]

341. LUCAS, Peter (urednik), LAVRAČ, Nada (urednik), ABU-HANNA, Ameen (urednik). Fundamentals of medical informatics : ESF Exploratory Workshop, Elspeet, The Netherlands, 27-29 October, 2002. Strasbourg: ESF, 2002. IV, (loč. pag), 505 str., ilustr. [COBISS.SI-ID 17105703]

342. LUCAS, Peter, ABU-HANNA, Ameen, LAVRAČ, Nada, Workshop chairs. Fundamentals of Medical Inofrmatics ESF Exploratory Workshop, 27-29 October, Elspeet, Netherlands. 2002. [COBISS.SI-ID 17106471]

343. GAMBERGER, Dragan, LAVRAČ, Nada. Generating actionable knowledge by expert-guided subgroup discovery. V: ELOMAA, Tapio (ur.), MANNILA, Heikki (ur.), TOIVONEN, Hannu (ur.). Principles of data mining and knowledge discovery : 6th European Conference, PKDD 2002, Helsinki, Finland, August 2002 : proceedings. Berlin; New York: Springer, 2002. Str. 163-174. Lecture notes in computer science, 2431, Lecture notes in artificial intelligence. ISBN 3-540-44037-2. ISSN 0302-9743. [COBISS.SI-ID 16926503]

344. KAVŠEK, Branko, LAVRAČ, Nada, FERLIGOJ, Anuška. Hierarchical clustering of multiple decision trees. V: SOKOŁOWSKI, Andrzej (ur.), JAJUGA, Krzysztof (ur.). Program and abstracts : data analysis, classification, and related methods. 8th Conference of the International Federation of Classification Societies, July 16-19, 2002, Cracow, Poland. Kraków: Cracow University of Economics, 2002. Str. 109. ISBN 83-7252-134-4. [COBISS.SI-ID 21302365]

345. KAVŠEK, Branko, LAVRAČ, Nada, FERLIGOJ, Anuška. Hierarchical clustering of multiple decision trees. V: JAJUGA, Krzysztof (ur.), SOKOŁOWSKI, Andrzej (ur.), BOCK, Hans Hermann (ur.). Classification, clustering and data analysis : recent advances and applications. 8th Conference of the International Federation of Classification Societies, July 16-19, 2002, Cracow, Poland. Berlin; Heidelberg; New York: Springer, 2002. Str. 349-357. Studies in classification, data analysis, and knowledge organization. ISBN 3-540-43691-X. ISSN 1431-8814. [COBISS.SI-ID 21302877]

346. LAVRAČ, Nada, URBANČIČ, Tanja, Members of the International technical committee. Intelligent knowledge management : IKOMAT'02, International Workshop on Intelligent Knowledge Management Techniques, 16-18 September 2002, Podere d'Ombriano, Crema, Italy. 2002. [COBISS.SI-ID 17288231]

347. URBANČIČ, Tanja, OREL, Andrej, JERMOL, Mitja, LAVRAČ, Nada. Knowledge management and intellectual property rights : the Sol-Eu-Net virtual enterprise lessons learned. V: BOHANEC, Marko (ur.), 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. 46-49. ISBN 961-6303-41-4. [COBISS.SI-ID 17192487]

348. KAVŠEK, Branko. Konsenzna odločitvena drevesa : magistrska naloga. Ljubljana: [B. Kavšek], 2002. X, 67 f., ilustr. [COBISS.SI-ID 2717268]

349. FLACH, Peter A., LAVRAČ, Nada. Learning in clausal logic : a perspective on inductive logic programming. V: KAKAS, Antonis C. (ur.), SADRI, Fariba (ur.). Computational logic : logic programming and beyond : essays in honour of Robert A. Kowalski. Part I. Berlin [etc.]: Springer, cop. 2002. Str. 437-471. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 2407. ISBN 3-540-43959-5. ISSN 0302-9743. http://www.springerlink.com/content/?k=Learning+in+clausal+logic, DOI: 10.1007/3-540-45628-7_17. [COBISS.SI-ID 16989223]

350. JERMOL, Mitja, LAVRAČ, Nada, URBANČIČ, Tanja. Managing business intelligence in a virtual enterprise model : a case study and knowledge management lessons learned. V: DAMIANI, E. (ur.). Knowledge-based intelligent information engineering system and allied technologies : KES 2002. Amsterdam [etc.]: IOS Press, 2002. Str. 1419-1423. Frontiers in artificial intelligence and applications, vol. 82. ISBN 1-58603-280-1, ISBN 4-274-90535-7. ISSN 0922-6389. [COBISS.SI-ID 17157927]

351. BOHANEC, Marko, MLADENIĆ, Dunja, LAVRAČ, Nada, Workshop chairs. Nineteenth International Conference on Machine Learning, University of New South Wales, Sydney-Australia, Proceedings of the ICML-2002 Workshop on Data Mining Lessons Learned, 8-12 July 2002, University of New South Wales, Sydney-Australia. 2002. [COBISS.SI-ID 17210919]

352. LUCAS, Peter, LAVRAČ, Nada, ABU-HANNA, Ameen. Preface. V: LUCAS, Peter (ur.), LAVRAČ, Nada (ur.), ABU-HANNA, Ameen (ur.). Fundamentals of medical informatics : ESF Exploratory Workshop, Elspeet, The Netherlands, 27-29 October, 2002. Strasbourg: ESF, 2002. Str. iii-iv. [COBISS.SI-ID 17106215]

353. LAVRAČ, Nada (urednik), MOTODA, Hiroshi (urednik), FAWCETT, Tom (urednik), [Nineteenth International Conference on Machine Learning, 8-12 July 2002, University of New South Wales, Sydney-Australia]. Proceedings of the ICML-2002 Workshop on Data Mining Lessons Learned. Sydney: The University of New South Wales, 2002. 83 str., ilustr. ISBN 0-7334-1933-X. [COBISS.SI-ID 16854055]

354. TODOROVSKI, Ljupčo, CESTNIK, Bojan, KLINE, Miro, LAVRAČ, Nada, DŽEROSKI, Sašo. Qualitative clustering of short time series : a case study of firms reputation data. V: BOHANEC, Marko (ur.), 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]

355. TODOROVSKI, Ljupčo, CESTNIK, Bojan, KLINE, Miro, LAVRAČ, Nada, DŽEROSKI, Sašo. Qualitative clustering of short time-series : a case study of firms reputation data. V: BOHANEC, Marko (ur.), 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]

356. KAVŠEK, Branko, LAVRAČ, Nada, BULLAS, John C. Rule induction for subgroup discovery : a case study in mining UK traffic accident data. V: BOHANEC, Marko (ur.), 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. 127-130. ISBN 961-6303-41-4. [COBISS.SI-ID 17113895]

357. LAVRAČ, Nada, FLACH, Peter, KAVŠEK, Branko, TODOROVSKI, Ljupčo. Rule induction for subgroup discovery with CN2-SD. V: BOHANEC, Marko (ur.), et al. ECML/PKDD-2002 Workshop [Proceedings] : IDDM-2002. Helsinki: Helsinki University, 2002. Str. 77-87. ISBN 952-10-0634-X. [COBISS.SI-ID 16925223]

358. LAVRAČ, Nada. Rule learning for subgroup discovery. V: MRVAR, Andrej (ur.), FERLIGOJ, Anuška (ur.). Program and abstracts. International Conference on Methodology and Statistics, September 15-18, 2002 Ljubljana, Slovenia. Ljubljana: Center of Methodology and Informatics, Faculty of Social Sciences, University of Ljubljana, 2002. Str. 63. [COBISS.SI-ID 16988711]

359. MLADENIĆ, Dunja, LAVRAČ, Nada, LJUBIČ, Peter, KAVŠEK, Branko, GROBELNIK, Marko. The Sol-Eu-Net project data mining lessons learned. V: BOHANEC, Marko (ur.), 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. 135-138. ISBN 961-6303-41-4. [COBISS.SI-ID 17114407]

360. LAVRAČ, Nada, GAMBERGER, Dragan, FLACH, Peter. Subgroup discovery for actionable knowledge generation : shortcomings of classification rule learning and the lessons learned. V: LAVRAČ, Nada (ur.), MOTODA, Hiroshi (ur.), FAWCETT, Tom (ur.). Proceedings of the ICML-2002 Workshop on Data Mining Lessons Learned. [Nineteenth International Conference on Machine Learning, 8-12 July 2002, University of New South Wales, Sydney-Australia]. Sydney: The University of New South Wales, 2002. Str. 48-56. ISBN 0-7334-1933-X. [COBISS.SI-ID 16854311]

361. GAMBERGER, Dragan, LAVRAČ, Nada, WETTSCHERECK, Dietrich. Subgroup visualization : a method and application in population screening. V: BOHANEC, Marko (ur.), et al. ECML/PKDD-2002 Workshop [Proceedings] : IDDM-2002. Helsinki: Helsinki University, 2002. Str. 35-40. ISBN 952-10-0634-X. [COBISS.SI-ID 16925991]

362. GAMBERGER, Dragan, LAVRAČ, Nada, WETTSCHERECK, Dietrich. Subgroup visualization : a method and application in population screening. V: LUCAS, Peter J. (ur.), ASKER, Lars (ur.), MIKSCH, Silvia (ur.). IDAMAP 2002: Intelligent Data Analysis in Medicine and Pharmacology 2002 : working notes of workshop W21, held during the [15th]European Conference on Artificial Intelligence, ECAI 2002, Lyon, France, 23rd July, 2002. Lyon: ECAI, 2002. Str. 31-35. [COBISS.SI-ID 16904487]

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

364. URBANČIČ, Tanja, JERMOL, Mitja, LAVRAČ, Nada. Supporting a business model of a virtual enterprise with knowledge maps. V: Third European Conference on Knowledge Managemnt : Trinity College Dublin, Ireland, 24-25 September 2002. [S.l.: s.n.], 2002. Str. 698-707. ISBN 0-9540488-6-5. [COBISS.SI-ID 17049383]

365. LJUBIČ, Peter, TODOROVSKI, Ljupčo, LAVRAČ, Nada, BULLAS, John C. Time-series analysis of UK traffic accident data. V: BOHANEC, Marko (ur.), 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. 131-134. ISBN 961-6303-41-4. [COBISS.SI-ID 17114151]

366. FLACH, Peter A., LAVRAČ, Nada. Tutorial 3 : Data mining and relational knowledge discovery. Lyon: ECAI, 2002. 32 str., ilustr. [COBISS.SI-ID 16904743]

367. LAVRAČ, Nada, URBANČIČ, Tanja, OREL, Andrej. Virtual enterprise for data mining and decision support : a model for networking academia and business. V: CAMARINHA-MATOS, Luis (ur.). Collaborative business ecosystems and virtual enterprises : IFIP TC5/WG5.5 Third Working Conference on Infrastructures for Virtual Enterprises (PRO-VE'02) May 1-3, 2002, Sesimbra, Portugal. Boston; Dordrecht; London: Kluwer Academic, 2002. Str. 389-396. International Federation for Information Processing, 85. ISBN 1-4020-7020-9. [COBISS.SI-ID 16808487]

368. PERPAR, Matjaž, KAŠNIK, Andrej, LAVRAČ, Nada, KAVŠEK, Branko. Vključevanje algoritma za učenje klasifikacijskih pravil APRIORI-C v data mining okolje WEKA. V: ZAJC, Baldomir (ur.). Zbornik enajste mednarodne Elektrotehniške in računalniške konference ERK 2002, 23.-25. september 2002, Portorož, Slovenija. Ljubljana: IEEE Region 8, Slovenska sekcija IEEE, [2002]. Zv. b, str. 221-224. [COBISS.SI-ID 18250791]

369. GAMBERGER, Dragan, LAVRAČ, Nada, KRSTAČIĆ, Goran. Active subgroup mining : a case study in coronary heart disease risk group detection. Artificial intelligence in medicine. [Print ed.]. 2003, vol. 28, str. 27-57. ISSN 0933-3657. [COBISS.SI-ID 17584423]

370. GAMBERGER, Dragan, LAVRAČ, Nada. Analysis of gene expression data by the logic minimization approach. V: DOJAT, Michel (ur.), KERAVNOU, Elpida (ur.), BARAHONA, Pedro (ur.). Artificial intelligence in medicine : proceedings. 9th Conference on Artificial Intelligence in Medicine in Europe, AIME 2003, Protaras, Cyprus, October 18-22, 2003. Berlin [etc.]: Springer, 2003. Str. 244-248. Lecture notes in computer science, 1211, Lecture notes in artificial intelligence. ISBN 3-540-20129-7. ISSN 0302-9743. [COBISS.SI-ID 18065447]

371. KAVŠEK, Branko, LAVRAČ, Nada, JOVANOSKI, Viktor. APRIORI-SD : adapting asociation rule learning to subgroup discovery. V: BERTHOLD, Michael (ur.). 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. 230-241. Lecture notes in computer science, vol. 2810. ISBN 3-540-4081-34. ISSN 0302-9743. [COBISS.SI-ID 17711399]

372. LAVRAČ, Nada, MLADENIĆ, Dunja, MOYLE, Steve. Basic information about the Sol-Eu-Net project. V: MLADENIĆ, Dunja (ur.), LAVRAČ, Nada (ur.). Data mining and decision support for business competitiveness : a European virtual enterprise : results of the Sol-Eu-Net project : January 2000-March 2003. 1st ed. Ljubljana: DZS, 2003. Str. 2-6. Sol-Eu-Net, IST-1999-11495. ISBN 86-341-3758-9. [COBISS.SI-ID 17945639]

373. KROGEL, Mark-A., RAWLES, Simon, ŽELEZNÝ, Filip, FLACH, Peter A., LAVRAČ, Nada, WROBEL, Stefan. Comparative evaluation of approaches to propositionalization. V: HORVÁTH, Tamás (ur.), YAMAMOTO, Akihiro (ur.). Inductive logic programming : 13th international conference, ILP 2003, Szeged, Hungary, September 29- October 1, 2003 : proceedings. Berlin [etc.]: Springer, 2003. Str. 197-214. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 2835. ISBN 3-540-20144-0. ISSN 0302-9743. [COBISS.SI-ID 17799463]

374. ŽELEZNÝ, Filip, LAVRAČ, Nada, DŽEROSKI, Sašo. Contraint-based relational subgroup discovery. V: DŽEROSKI, Sašo (ur.), RAEDT, Luc de (ur.), WROBEL, Stefan (ur.). 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]

375. LAVRAČ, Nada. Coronary heart disease risk group detection. V: MLADENIĆ, Dunja (ur.), LAVRAČ, Nada (ur.). Data mining and decision support for business competitiveness : a European virtual enterprise : results of the Sol-Eu-Net project : January 2000-March 2003. 1st ed. Ljubljana: DZS, 2003. Str. 31-33. Sol-Eu-Net, IST-1999-11495. ISBN 86-341-3758-9. [COBISS.SI-ID 17946663]

376. LAVRAČ, Nada, GROBELNIK, Marko. Data mining. V: MLADENIĆ, Dunja (ur.), et al. Data mining and decision support : integration and collaboration. Boston; Dordrecht; London: Kluwer Academic Publishers, 2003. Str. 4-14. The Kluwer international series in engineering and computer science, SECS 745. ISBN 1-4020-7388-7. [COBISS.SI-ID 17701671]

377. MLADENIĆ, Dunja, LAVRAČ, Nada, BOHANEC, Marko, MOYLE, Steve. Data mining and decision support : integration and collaboration. V: MLADENIĆ, Dunja (ur.), LAVRAČ, Nada (ur.). Data mining and decision support for business competitiveness : a European virtual enterprise : results of the Sol-Eu-Net project : January 2000-March 2003. 1st ed. Ljubljana: DZS, 2003. Str. 111-113. Sol-Eu-Net, IST-1999-11495. ISBN 86-341-3758-9. [COBISS.SI-ID 18118695]

378. MLADENIĆ, Dunja (urednik), LAVRAČ, Nada (urednik), BOHANEC, Marko (urednik), MOYLE, Steve (urednik). Data mining and decision support : integration and collaboration. Boston; Dordrecht; London: Kluwer Academic Publishers, 2003. VII, 275 str., ilustr. The Kluwer international series in engineering and computer science, SECS 745. ISBN 1-4020-7388-7. [COBISS.SI-ID 17699879]

379. MLADENIĆ, Dunja (urednik), LAVRAČ, Nada (urednik). Data mining and decision support for business competitiveness : a European virtual enterprise : results of the Sol-Eu-Net project : January 2000-March 2003. 1st ed. Ljubljana: DZS, 2003. XII, 132 str., ilustr. Sol-Eu-Net, IST-1999-11495. ISBN 86-341-3758-9. [COBISS.SI-ID 126939904]

380. CESTNIK, Bojan, LAVRAČ, Nada, FLACH, Peter A., GAMBERGER, Dragan, KLINE, Miro. Data mining for decision support : supporting marketing decisions through subgroup discovery. V: MLADENIĆ, Dunja (ur.), et al. Data mining and decision support : integration and collaboration. Boston; Dordrecht; London: Kluwer Academic Publishers, 2003. Str. 91-105. The Kluwer international series in engineering and computer science, SECS 745. ISBN 1-4020-7388-7. [COBISS.SI-ID 17701159]

381. PAJNIČ, Andrej, OREL, Andrej, MOYLE, Steve, LAVRAČ, Nada. Established virtual community in data mining and decision support. V: MLADENIĆ, Dunja (ur.), LAVRAČ, Nada (ur.). Data mining and decision support for business competitiveness : a European virtual enterprise : results of the Sol-Eu-Net project : January 2000-March 2003. 1st ed. Ljubljana: DZS, 2003. Str. 8-11. Sol-Eu-Net, IST-1999-11495. ISBN 86-341-3758-9. [COBISS.SI-ID 17945895]

382. LAVRAČ, Nada. From rule learning to relational subgroup discovery : invited tutorial (3 hours) at 5th International Symposium on Intelligent Data Analysis IDA, 2003, Berlin, Germany. 2003. [COBISS.SI-ID 17711911]

383. LAVRAČ, Nada, BOHANEC, Marko. Integration of data mining and decision support. V: MLADENIĆ, Dunja (ur.), et al. Data mining and decision support : integration and collaboration. Boston; Dordrecht; London: Kluwer Academic Publishers, 2003. Str. 37-48. The Kluwer international series in engineering and computer science, SECS 745. ISBN 1-4020-7388-7. [COBISS.SI-ID 17701415]

384. LAVRAČ, Nada (urednik), GAMBERGER, Dragan (urednik), BLOCKEEL, Hendrik (urednik), TODOROVSKI, Ljupčo (urednik). Knowledge discovery in databases : PKDD 2003 : proceedings. Berlin; Heidelberg; New York: Springer, cop. 2003. XVI, 508 str., ilustr., graf. prikazi. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 2838. ISBN 3-540-20085-1. ISSN 0302-9743. [COBISS.SI-ID 3849556]

385. MLADENIĆ, Dunja, LAVRAČ, Nada, BOHANEC, Marko. Lessons learned from data mining, decision support and collaboration. V: MLADENIĆ, Dunja (ur.), et al. Data mining and decision support : integration and collaboration. Boston; Dordrecht; London: Kluwer Academic Publishers, 2003. Str. 237-246. The Kluwer international series in engineering and computer science, SECS 745. ISBN 1-4020-7388-7. [COBISS.SI-ID 17700647]

386. LAVRAČ, Nada (urednik), GAMBERGER, Dragan (urednik), BLOCKEEL, Hendrik (urednik), TODOROVSKI, Ljupčo (urednik). Machine learning : ECML 2003 : proceedings. Berlin; Heidelberg; New York: Springer, cop. 2003. XVI, 504 str., ilustr. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 2837. ISBN 3-540-20121-1. ISSN 0302-9743. [COBISS.SI-ID 3846740]

387. LAVRAČ, Nada, URBANČIČ, Tanja. Mind the gap : academia-business partnership models and e-collaboration lessons learned. V: MLADENIĆ, Dunja (ur.), et al. Data mining and decision support : integration and collaboration. Boston; Dordrecht; London: Kluwer Academic Publishers, 2003. Str. 261-269. The Kluwer international series in engineering and computer science, SECS 745. ISBN 1-4020-7388-7. [COBISS.SI-ID 17700391]

388. FLACH, Peter A., GROBELNIK, Marko, KAVŠEK, Branko, LAVRAČ, Nada, LJUBIČ, Peter, MLADENIĆ, Dunja, TODOROVSKI, Ljupčo, et al. On the road to knowledge : mining 21 years of UK traffic accident reports. V: MLADENIĆ, Dunja (ur.), et al. Data mining and decision support : integration and collaboration. Boston; Dordrecht; London: Kluwer Academic Publishers, 2003. Str. 143-155. The Kluwer international series in engineering and computer science, SECS 745. ISBN 1-4020-7388-7. [COBISS.SI-ID 17700903]

389. MLADENIĆ, Dunja, LAVRAČ, Nada, BOHANEC, Marko, MOYLE, Steve. Preface. V: MLADENIĆ, Dunja (ur.), et al. Data mining and decision support : integration and collaboration. Boston; Dordrecht; London: Kluwer Academic Publishers, 2003. Str. ix-x. The Kluwer international series in engineering and computer science, SECS 745. ISBN 1-4020-7388-7. [COBISS.SI-ID 17700135]

390. MLADENIĆ, Dunja, LAVRAČ, Nada. Preface. V: MLADENIĆ, Dunja (ur.), LAVRAČ, Nada (ur.). Data mining and decision support for business competitiveness : a European virtual enterprise : results of the Sol-Eu-Net project : January 2000-March 2003. 1st ed. Ljubljana: DZS, 2003. Str. v-vi. Sol-Eu-Net, IST-1999-11495. ISBN 86-341-3758-9. [COBISS.SI-ID 17945127]

391. LAVRAČ, Nada, ŽELEZNÝ, Filip, FLACH, Peter A. RSD : relational subgroup discovery through first-order feature construction. V: MATWIN, Stan (ur.), SAMMUT, Claude (ur.). Inductive logic programming : 12th international conference, ILP 2002, Sydney, Australia, July 9-11, 2002 : revised papers. Berlin; Heidelberg; New York: Springer, cop. 2003. Str. 149-165. Lecture notes in computer science, 2583, Lecture notes in artificial intelligence. ISBN 3-540-00567-6. ISSN 0302-9743. [COBISS.SI-ID 17434663]

392. FLACH, Peter A., LAVRAČ, Nada. Rule induction. V: BERTHOLD, Michael R. (ur.), HAND, David J. (ur.). Intelligent data analysis : an introduction. 2nd revised and extended ed. Berlin [etc.]: [s. n.], cop. 2003. Str. 229-267. ISBN 3-540-43060-1. [COBISS.SI-ID 17498919]

393. GAMBERGER, Dragan, ŠMUC, T., LAVRAČ, Nada. Subgroup discovery : on-line data mining server and its application. V: ARNEŽ, Zoran M. (ur.), et al. Simulations in Biomedicine V. [Fifth International Conference on Simulations in Biomedicine]. Southampton; Boston: WIT Press, cop. 2003. Str. 432-442. Advances in computational bioengineering, vol. 7. ISBN 1-85312-965-8. ISSN 1465-3222. [COBISS.SI-ID 17420327]

394. LAVRAČ, Nada. Subgroup discovery and visualization methods. V: MLADENIĆ, Dunja (ur.), LAVRAČ, Nada (ur.). Data mining and decision support for business competitiveness : a European virtual enterprise : results of the Sol-Eu-Net project : January 2000-March 2003. 1st ed. Ljubljana: DZS, 2003. Str. 70-73. Sol-Eu-Net, IST-1999-11495. ISBN 86-341-3758-9. [COBISS.SI-ID 17947687]

395. ŽELEZNÝ, Filip, LAVRAČ, Nada, DŽEROSKI, Sašo. Using contraints in relational subgroup discovery. V: MRVAR, Andrej (ur.), FERLIGOJ, Anuška (ur.). 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]

396. KAVŠEK, Branko, LAVRAČ, Nada, CESTNIK, Bojan. Using subgroup discovery for analyzing the reputation of selected slovenian companies. V: MRVAR, Andrej (ur.), FERLIGOJ, Anuška (ur.). 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. 39. ISBN 961-235-128-7. [COBISS.SI-ID 18065191]

397. 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]

398. KAVŠEK, Branko, LAVRAČ, Nada. Analysis of example weighting in subgroup discovery by comparison of three algorithms on a real-life data set. V: STARE, Janez (ur.), VIDMAR, Gaj (ur.), KOREN, Gašper (ur.). Program and abstracts. International Conference Applied Statistics, Ljubljana, Slovenia, September 19-22, 2004. Ljubljana: Statistical Society of Slovenia, 2004. Str. 31. ISBN 961-90314-3-1, ISBN 978-961-90314-3-8. [COBISS.SI-ID 18499879]

399. KAVŠEK, Branko, LAVRAČ, Nada. Analysis of example weighting in subgroup discovery by comparison of three algorithms on a real-life data set. V: FÜRNKRANZ, Johannes (ur.). 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. [S.l.: s.n.], 2004. Str.64-75. [COBISS.SI-ID 18500647]

400. GAMBERGER, Dragan, LAVRAČ, Nada. Avoiding data overfitting in scientific discovery. V: LÓPEZ DE MÁNTARAS, Ramon (ur.), SAITTA, Lorenza (ur.). Proceedings. ECAI 2004, 16th European Conference on Artificial Intelligence, August 22-27,2004, Valencia, Spain, including Prestigious Applicants of Intelligent System (PAIS 2004). Amsterdam [etc.]: IOS Press, 2004. Str. 470-474. Frontiers in artificial intelligence and applications, vol. 110. ISBN 1-58603-452-9. ISSN 0922-6389. [COBISS.SI-ID 18429991]

401. LAVRAČ, Nada (gostujoči urednik), MOTODA, Hiroshi (gostujoči urednik), FAWCETT, Tom (gostujoči urednik). Data mining lessons learned. Dordrecht: Kluwer, 2004. Machine learning, Vol. 57, spec. issue1-2,2004. ISSN 0885-6125. [COBISS.SI-ID 18515751]

402. LAVRAČ, Nada. Data mining: from rule learning to relational subgroup discovery : tutorial 8. Valencia: ECAI, 2004. 177 str., ilustr. [COBISS.SI-ID 19420967]

403. LAVRAČ, Nada, CESTNIK, Bojan, GAMBERGER, Dragan, FLACH, Peter A. Decision support through subgroup discovery : three case studies and the lessons learned. Machine learning. [Print ed.]. 2004, vol. 57, str. 115-143. ISSN 0885-6125. [COBISS.SI-ID 18515239]

404. 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]

405. LAVRAČ, Nada, MOTODA, Hiroshi (umetnik), FAWCETT, Tom. Editorial : data mining lessons learned. Machine learning. [Print ed.]. 2004, vol. 57, str. 5-11. ISSN 0885-6125. [COBISS.SI-ID 18514727]

406. GAMBERGER, Dragan, LAVRAČ, Nada, ŽELEZNÝ, Filip, TOLAR, Jakub. Induction of comprehensible models for gene expression datasets by subgroup discovery methodology. Journal of biomedical informatics. [Print ed.]. 2004, vol. 37, str. 269-284. ISSN 1532-0464. [COBISS.SI-ID 18576679]

407. 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]

408. LAVRAČ, Nada, MOTODA, Hiroshi, FAWCETT, Tom, HOLTE, Robert C., LANGLEY, Pat, ADRIAANS, Pieter. Introduction : lessons learned from data mining applications and collaborative problem solving. Machine learning. [Print ed.]. 2004, vol. 57, str. 13-34. ISSN 0885-6125. [COBISS.SI-ID 18514983]

409. PLISSON, Joël, MLADENIĆ, Dunja, LAVRAČ, Nada, ERJAVEC, Tomaž. Lemmatization for Slovenian language. 2004. IJS delovno poročilo, 9044. [COBISS.SI-ID 18640935]

410. JERMOL, Mitja, LAVRAČ, Nada, URBANČIČ, Tanja. Managing business intelligence in a virtual enterprise : a case study and knowledge management lessons learned. Journal of intelligent & fuzzy systems. [Print ed.]. 2004, vol. 14, str. 121-136. ISSN 1064-1246. [COBISS.SI-ID 18182951]

411. KAVŠEK, Branko. Odkrivanje podskupin z uporabo algoritmov za učenje pravil : doktorska disertacija. Ljubljana: [B. Kavšek], 2004. XII, 132 str., graf. prikazi, tabele. http://eprints.fri.uni-lj.si/774/, Repozitorij Univerze v Ljubljani – RUL, Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 4607060]

412. LAVRAČ, Nada (intervjuvanec). Portret : Radio Slovenia, I. program, oddaja Naš gost. 6.3.2004. [COBISS.SI-ID 18118183]

413. LAVRAČ, Nada, GAMBERGER, Dragan. Relevancy constraints revisited in ROC space. V: FÜRNKRANZ, Johannes (ur.). 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. [S.l.: s.n.], 2004. Str. 77-92. [COBISS.SI-ID 18500903]

414. KAVŠEK, Branko, LAVRAČ, Nada, TODOROVSKI, Ljupčo. ROC analysis of example weighting in subgroup discovery. V: ROC analysis in artificial intelligence : 1st International Workshop, ROCAI-2004, Valencia, Spain, August 22, 2004 : proceedings : workshop associated to ECAI-2004, the 16th European Conference on Artificial Intelligence. Valencia: [S.n.], 2004. Str. 55-60. [COBISS.SI-ID 18442023]

415. PLISSON, Joël, LAVRAČ, Nada, MLADENIĆ, Dunja. A rule based approach to word lemmatization. V: TRČEK, Denis (ur.), 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. 83-86. Informacijska družba. ISBN 961-6303-66-X. ISSN 1581-9973. [COBISS.SI-ID 18597159]

416. LAVRAČ, Nada, KAVŠEK, Branko, FLACH, Peter A., TODOROVSKI, Ljupčo. Subgroup discovery with CN2-SD. Journal of machine learning research. [Print ed.]. 2004, vol. 5, str. 153-188. ISSN 1532-4435. [COBISS.SI-ID 18092839]

417. JERMOL, Mitja, LAVRAČ, Nada, URBANČIČ, Tanja, KOPAČ, Tadeja. Supporting a public health care virtual organization by knowledge technologies. V: CAMARINHA-MATOS, Luis (ur.). Virtual enterprises and collaborative networks : IFIP 18th World Computer Congress, TC5/WG5.5, 5th Working Conference on Virtual Enterprises, 22-27 August 2004, Toulouse, France. Boston; Dordrecht; London: Kluwer. Str. 567-576. ISBN 1-4020-8138-3. [COBISS.SI-ID 18433319]

418. KAVŠEK, Branko, LAVRAČ, Nada. Using subgroup discovery to analyze the UK traffic data. Advances in methodology and statistics. [Tiskana izd.]. 2004, vol. 1, str. 249-264. ISSN 1854-0023. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 18594087]

419. LAVRAČ, Nada. Uvod v rudarjenje podatkov in odkrivanje zakonitosti podatkovnih baz : vabljeno predavanje. Ljubljana: IBMI, 27.2.2004. [COBISS.SI-ID 18118439]

420. LAVRAČ, Nada (urednik), BERTHOLD, Michael R. (urednik), ANŽIČ, Tina (urednik). Advanced course on knowledge discovery : course notes : June 27 - July 5,2005, Ljubljana. Ljubljana: Institut "Jožef Stefan", 2005. loč. pag., graf. prikazi. [COBISS.SI-ID 19240487]

421. LAVRAČ, Nada, DEBELJAK, Marko, BOHANEC, Marko, CESTNIK, Bojan, PUR, Aleksander, URBANČIČ, Tanja, ALBREHT, Tit, PRIBAKOVIĆ BRINOVEC, Radivoje, KOPAČ, Tadeja, KOBLER, Andrej, KLEMENC, Jernej, LUKŠIČ, Primož. Analiza dejavnikov za postavitev mreže zdravstvenih delavcev na primarni in sekundarni ravni (MediNet) : končno poročilo projekta. Ljubljana: Inštitut "Jožef Štefan", Odsek za tehnologije znanja - E8, 2005. 178 f., ilustr., graf. prikazi, tabele. [COBISS.SI-ID 20727513]

422. LAVRAČ, Nada, LJUBIČ, Peter, MLADENIĆ, Dunja, PLISSON, Joël. Automated extraction and structuring of competencies from unstructured company data : two case studies. V: STARE, Janez (ur.), VIDMAR, Gaj (ur.), KOREN, Gašper (ur.). Program and abstracts. International Conference Applied Statistics 2005, Ribno (Bled), Slovenia, September 18-21, 2005. Ljubljana: Statistical Society of Slovenia, 2005. Str. 62-63. ISBN 961-90314-4-X. [COBISS.SI-ID 19282471]

423. LJUBIČ, Peter, LAVRAČ, Nada, PLISSON, Joël, MLADENIĆ, Dunja, BOLLHALTER, Stefan, JERMOL, Mitja. Automated structuring of company competencies in virtual organizations. V: MARKIČ, Olga (ur.), 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. 190-193. Informacijska družba. ISBN 961-6303-71-6. ISSN 1581-9973. [COBISS.SI-ID 19410727]

424. LJUBIČ, Peter, LAVRAČ, Nada, PLISSON, Joël, MLADENIĆ, Dunja, GROBELNIK, Marko, BOLLHALTER, Stefan, JERMOL, Mitja. Automated structuring of company profile data : a step towards semi-automated ontology constructin : presented at Advanced Course on Knowledge Discovery, 2005, Ljubljana, Slovenia. 27 Juny - 5 July, 2005. [COBISS.SI-ID 19288615]

425. GAMBERGER, Dragan, KRSTAČIĆ, Goran, LAVRAČ, Nada, SEBAG, Michèle. Data analysis based on subgroup discovery : experiments in brain ischaemia. V: IDAMAP 2005 : Intelligent Data Analysis in Medicine and Pharmacology : a one-day workshop during the 10th European Conference on Artificial Intelligence in Medicine 2005 (AIME 05) in Aberdeen, Scotland, UK, Sunday, July 24, 2005. [S. l.: s. n.], 2005. Str. 52-56. [COBISS.SI-ID 19201575]

426. LAVRAČ, Nada. Data mining : course notes, June 27 - July 5,2005, Ljubljana. Ljubljana: Institut Jožef Stefan, 2005. 12 str., ilustr. Advanced course on knowledge discovery. [COBISS.SI-ID 19481383]

427. LAVRAČ, Nada. Data mining and knowledge discovery : part of "New media and e-science" programme : fall semester, 2004/2005. Ljubljana: Jožef Stefan Institute, 2005. loč. pag., ilustr. Postgraduate courses in new media and e-science. [COBISS.SI-ID 19421735]

428. PUR, Aleksander, BOHANEC, Marko, CESTNIK, Bojan, LAVRAČ, Nada, DEBELJAK, Marko, KOPAČ, Tadeja. Data mining for decision support : an application in public health care. V: ALI, Moonis (ur.), ESPOSITO, Floriana (ur.). Innovations in applied artificial intelligence : 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2005, Bari, Italy, June 22-24,2005 : proceedings. Berlin; Heidelberg: Springer, 2005. Vol. 3533, str. 459-469. Lecture notes in computer science, Lecture notes in artificial intelligence, 3533. ISBN 3-540-26551-1. ISSN 0302-9743. [COBISS.SI-ID 19103271]

429. LAVRAČ, Nada, ZUPAN, Blaž. Data mining in medicine. V: MAIMON, Oded Z. (ur.), ROKACH, Lior (ur.). Data mining and knowledge discovery handbook. New York: Springer, cop. 2005. Str. 1107-1137. ISBN 0-387-24435-2, ISBN 0-387-25465-X. [COBISS.SI-ID 19574823]

430. LAVRAČ, Nada, LJUBIČ, Peter, JERMOL, Mitja, PAPA, Gregor. A decision support approach to modeling trust in networked organizations. V: ALI, Moonis (ur.), ESPOSITO, Floriana (ur.). Innovations in applied artificial intelligence : 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2005, Bari, Italy, June 22-24,2005 : proceedings. Berlin; Heidelberg: Springer, 2005. Vol. 3533, str. 746-748. Lecture notes in computer science, Lecture notes in artificial intelligence, 3533. ISBN 3-540-26551-1. ISSN 0302-9743. [COBISS.SI-ID 19126055]

431. KRALJ NOVAK, Petra, LAVRAČ, Nada, ZUPAN, Blaž, GAMBERGER, Dragan. Experimental comparison of three subgroup discovery algorithms : analysing brain ischaemia data. V: MARKIČ, Olga (ur.), 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. 220-223. Informacijska družba. ISBN 961-6303-71-6. ISSN 1581-9973. [COBISS.SI-ID 19417639]

432. PLISSON, Joël, MLADENIĆ, Dunja, LAVRAČ, Nada, ERJAVEC, Tomaž. A lemmatization web service based on machine learning techniques. V: VETULANI, Zygmunt (ur.). Human language technologies as a challenge for computer science and linguistics : in memory of Maurice Gross and Antonio Zampolli : proceedings. 2nd Language & Technology Conference, April 21-23,2005, Poznań, Poland. Poznań: Wydawnictwo Poznańskie Sp. z o.o., 2005. Str. 369-372. ISBN 83-7177-341-2. [COBISS.SI-ID 19519783]

433. LAVRAČ, Nada, ŽELEZNÝ, Filip, DŽEROSKI, Sašo. Local patterns : theory and practice of constraint-based relational subgroup discovery. V: MORIK, Katharina (ur.), BOULICAUT, Jean-François (ur.), SIEBES, Arno (ur.). 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]

434. LAVRAČ, Nada, JERMOL, Mitja, URBANČIČ, Tanja, MLADENIĆ, Dunja. New media and knowledge management : part of "New media and e-science" programme and "statistics" programme : fall semester, 2004/2005. Ljubljana: Jožef Stefan International Postgraduate School: Jožef Stefan Institute, 2005. loč. pag., ilustr. Postgraduate courses in new media and e-science. [COBISS.SI-ID 19040551]

435. LAVRAČ, Nada, GAMBERGER, Dragan. Odkrivanje podskupin : eksperimenti v funkcijski genomiki. V: ANDERLUH, Gregor (ur.), ZUPAN, Blaž (ur.), STARE, Janez (ur.). Zbornik. Prvo srečanje slovenskih bioinformatikov, Ljubljana, 2. december 2005. 1. izd. Ljubljana: Fakulteta za računalništvo in informatiko, 2005. Str. 17-18. ISBN 961-6209-54-X. [COBISS.SI-ID 19484967]

436. KRALJ NOVAK, Petra. Odkrivanje podskupin v okolju Orange : diplomsko delo. Ljubljana: [P. Kralj], 2005. VIII, 57 str., ilustr. [COBISS.SI-ID 4951892]

437. ŽELEZNÝ, Filip, TOLAR, Jakub, LAVRAČ, Nada, ŠTĚPÁNKOVÁ, Olga. Relational subgroup discovery for gene expression data mining. V: KNEPPO, Peter (ur.), HOZMAN, Jiří (ur.). EMBEC'05 : proceedings. European Medical and Biological Engineering Conference, November 20-25, 2005 Prague, Czech Republic. Prague: EMBEC'05 & IFMBE, 2005. 6 str. IFMBE Proceedings, Vol. 11. ISSN 1680-0737. [COBISS.SI-ID 19724327]

438. LAVRAČ, Nada, GAMBERGER, Dragan. Relevancy in constraint-based subgroup discovery. V: BOULICAUT, Jean-François (ur.), RAEDT, Luc de (ur.), MANNILA, Heikki (ur.). 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. 243-266. 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 20294183]

439. LAVRAČ, Nada, BOHANEC, Marko, PUR, Aleksander, CESTNIK, Bojan, JERMOL, Mitja, URBANČIČ, Tanja, DEBELJAK, Marko, KAVŠEK, Branko, KOPAČ, Tadeja. Resource modeling and analysis of regional public health care data by means of knowledge technologies. V: MIKSCH, Silvia (ur.), HUNTER, Jim (ur.), KERAVNOU, Elpida (ur.). Artificial intelligence in medicine : proceedings. 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005. Berlin; Heidelberg; New York: Springer, cop. 2005. Vol. 3581, str. 414-418. Lecture notes in computer science, Lecture notes in artifical intelligence, 3581. ISBN 3-540-27831-1. ISSN 0302-9743. [COBISS.SI-ID 19201831]

440. LAVRAČ, Nada. Rule induction : course notes, June 27 - July 5,2005, Ljubljana. Ljubljana: Institut Jožef Stefan, 2005. 13 str., ilustr. Advanced course on knowledge discovery. [COBISS.SI-ID 19481127]

441. PUR, Aleksander, PRIBAKOVIĆ BRINOVEC, Radivoje, LAVRAČ, Nada, BOHANEC, Marko, CESTNIK, Bojan, URBANČIČ, Tanja, ALBREHT, Tit, KOPAČ, Tadeja, LUKŠIČ, Primož. Sodobne metode analiziranja in vrednotenja primarne in sekundarne ravni zdravstvenega varstva = New methods in analyzing and evaluating primary and secondary health care. Bilten : ekonomika, organizacija, informatika v zdravstvu. 2005, letn. 21, izredna št., str. 30-31. ISSN 1318-2927. [COBISS.SI-ID 1462245]

442. LAVRAČ, Nada. SolEuNet : selected data mining techniques and applications : From data and information analysis to knowledge engineering, 29th Annual Conference of the German Classification Society, March 9-11, 2005. 2005. [COBISS.SI-ID 23342887]

443. LAVRAČ, Nada. Subgroup discovery techniques and applications. V: BAO HO, Tu (ur.), CHEUNG, David (ur.), LIU, Huan (ur.). Advances in knowledge discovery and data mining : 9th Pacific-Asia Conference, PAKDD 2005, Hanoi, Vietnam, May 18-20, 2005 : proceedings. Berlin; Heidelberg: Springer, 2005. Str. 2-14. Lecture notes in computer science, Lecture notes in artificial intelligence, 3518. ISBN 3-540-26076-5. ISSN 0302-9743. [COBISS.SI-ID 19049511]

444. KRALJ NOVAK, Petra, LAVRAČ, Nada, ZUPAN, Blaž. Subgroup visualization. V: MARKIČ, Olga (ur.), 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. 228-231. Informacijska družba. ISBN 961-6303-71-6. ISSN 1581-9973. [COBISS.SI-ID 19758119]

445. LAVRAČ, Nada, LJUBIČ, Peter, JERMOL, Mitja, BOLLHALTER, Stefan, PAPA, Gregor. Towards automated trust modeling in networked organizations. V: STARE, Janez (ur.), VIDMAR, Gaj (ur.), KOREN, Gašper (ur.). Program and abstracts. International Conference Applied Statistics 2005, Ribno (Bled), Slovenia, September 18-21, 2005. Ljubljana: Statistical Society of Slovenia, 2005. Str. 57. ISBN 961-90314-4-X. [COBISS.SI-ID 20608551]

446. KLEMENC, Jernej. Uporaba metod rudarjenja podatkov za analizo nepremičninskih transakcij v Republiki Sloveniji in izgradnjo modela za tržno vrednotenje nepremičnin : magistrsko delo. Ljubljana: [J. Klemenc], 2005. 88 str., XXXII str. pril., graf. prikazi, tabele. http://www.cek.ef.uni-lj.si/magister/klemenc472.pdf, Repozitorij Univerze v Ljubljani – RUL. [COBISS.SI-ID 15184102]

447. PLISSON, Joël, MLADENIĆ, Dunja, LJUBIČ, Peter, LAVRAČ, Nada, GROBELNIK, Marko. Using machine learning to structure the expertise of companies : analysis of the Yahoo! business data : presented at Advanced Course on Knowledge Discovery, 2005, Ljubljana, Slovenia. 27 Juny - 5 July, 2005. [COBISS.SI-ID 19288871]

448. PLISSON, Joël, MLADENIĆ, Dunja, LJUBIČ, Peter, LAVRAČ, Nada, GROBELNIK, Marko. Using machine learning to structure the expertise of companies : analysis of the Yahoo! business data. V: MARKIČ, Olga (ur.), 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. 186-189. Informacijska družba. ISBN 961-6303-71-6. ISSN 1581-9973. [COBISS.SI-ID 19410471]

449. JERMOL, Mitja, LAVRAČ, Nada. Virtual learning community : a facilirator of knowledge transfer in collaborative networked organizations. V: Common innovation in e-learning, machine learning and humanoid approaches : Human system learning, who is in control? : proceedings of the Fifth International Conference on Human System Learning (ICHSL.5) = actes du cinquième Colloque International sur l'Apprentissage Personne Système (CAPS.5), 22-25 November 2005, Marrakech, Morocco. Paris: Europia, 2005. Str. 11-20. ISBN 2-909285-33-2. [COBISS.SI-ID 19536423]

450. KRALJ NOVAK, Petra, ROTTER, Ana, TOPLAK, Nataša, GRUDEN, Kristina, LAVRAČ, Nada, GARRIGA, Gemma C. Application of closed itemset mining for class labeled data in functional genomics. Informatica medica slovenica. 2006, letn. 11, št. 1, str. 40-45. ISSN 1318-2129. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 19976999]

451. KAVŠEK, Branko, LAVRAČ, Nada. APRIORI-SD : adapting association rule learning to subgroup discovery. Applied artificial intelligence. 2006, let. 20, št. 7, str. 543-583. ISSN 0883-9514. [COBISS.SI-ID 1761751]

452. LJUBIČ, Peter, LAVRAČ, Nada, MLADENIĆ, Dunja, PLISSON, Joël, MOZETIČ, Igor. Automated structuring of company profiles. Metodološki zvezki. 2006, vol. 3, no. 2, str. 369-380, graf. prikazi. ISSN 1318-1726. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 19996199]

453. GARRIGA, Gemma C., KRALJ NOVAK, Petra, LAVRAČ, Nada. Closed sets for labeled data. V: FÜRNKRANZ, Johannes (ur.), SCHEFFER, Tobias (ur.), SPILIOPOULOU, Myra (ur.). 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. 163-174. 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 20221991]

454. KAVŠEK, Branko, LAVRAČ, Nada. The covering algorithms exposed. V: VIDMAR, Gaj (ur.), STARE, Janez (ur.). Program and abstracts. Ljubljana: Statistical Society of Slovenia, 2006. Str. 44. ISBN 961-90314-6-6, ISBN 978-961-90314-6-9. [COBISS.SI-ID 1755607]

455. LAVRAČ, Nada. Data mining and knowledge discovery : part of "New media and e-science" programme : 2005/2006. Ljubljana: Jožef Stefan Institute, 2006. loč. pag., ilustr. Postgraduate courses in new media and e-science. [COBISS.SI-ID 19793959]

456. ROTTER, Ana, KRALJ NOVAK, Petra, TOPLAK, Nataša, GARRIGA, Gemma C., LAVRAČ, Nada, GRUDEN, Kristina. Data mining as a tool for analyzing expression microarrays data - case study of gene silencing mechanism. V: DOLENC KOCE, Jasna (ur.), VODNIK, Dominik (ur.), DERMASTIA, Marina (ur.). Knjiga povzetkov = Book of abstracts. 4. slovenski simpozij o rastlinski biologiji z mednarodno udeležbo, Ljubljana, 12.-15. september 2006 = 4th Slovenian Symposium on Plant Biology with International Participation, Ljubljana, September 12-15, 2006. Ljubljana: Društvo za rastlinsko fiziologijo Slovenije: = The Slovenian Society of Plant Physiology, 2006. 6-sl3, str. 144-145. ISBN 961-91014-1-3. [COBISS.SI-ID 1637199]

457. LAVRAČ, Nada, LJUBIČ, Peter (pisar), JERMOL, Mitja, BOLLHALTER, Stefan. A decision support approach to trust modeling in networked organizations. V: CAMARINHA-MATOS, Luis (ur.), AFSARMANESH, Hamideh (ur.), ORTIZ, Angel (ur.). Collaborative networks and their breeding environments : IFIP TC5 WG 5.5. New York: Springer, 2005. Str. 167-174. IFIP, 186. ISBN 0-387-28259-9, ISBN 978-0387-28259-6. [COBISS.SI-ID 19746343]

458. LAVRAČ, Nada (urednik), TODOROVSKI, Ljupčo (urednik), JANTKE, Klaus P. (urednik). Discovery science : 9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006 : proceedings. Berlin; Heidelberg: Springer, 2006. XIV, 384 str., ilustr. 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 20221479]

459. LAVRAČ, Nada, TODOROVSKI, Ljupčo, Program committee chairs. Discovery science, 9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006. 2006. [COBISS.SI-ID 20294695]

460. CIGLARIČ, Mojca, FREY-PUČKO, Marjeta, KAPUS-KOLAR, Monika, SEPESY MAUČEC, Mirjam, ŠKET MOTNIKAR, Barbara, TREBAR, Mira, UMEK-VENTURINI, Andreja, URBANČIČ, Tanja, VAJDE HORVAT, Romana, KORENJAK-ČERNE, Simona, KOROUŠIĆ-SELJAK, Barbara, LAVRAČ, Nada, MAVER, Jasna, MLADENIĆ, Dunja (avtor, urednik), RIZMAN ŽALIK, Krista, KRMAC, Evelin, WELZER-DRUŽOVEC, Tatjana, ZRIMEC, Tatjana, BRODNIK, Darja (urednik). Doktorice računalništva in informatike v Sloveniji : [katalog k razstavi]. Ljubljana: Institut "Jožef Stefan", 2006. [18 str.], ilustr. [COBISS.SI-ID 19886375]

461. URBANČIČ, Tanja, ŠTĚPÁNKOVÁ, Olga, LAVRAČ, Nada. Enhancing human choice by information technologies. V: BERLEUR, Jacques (ur.), NURMINEN, Markku I. (ur.), IMPAGLIAZZO, John (ur.). Social informatics: an information society for all? : in remembrance of Rob Kling : proceedings of the seventh international conference on human choice and computers (HCC7), IFIP TC 9, Maribor, Slovenia, September 21-23, 2006. New York (NY): Springer, cop. 2006. Str. 255-264. IFIP, International Federation for Information Processing Series, 223. ISBN 0-387-37875-8. ISSN 1571-5736. [COBISS.SI-ID 556539]

462. JARIMO, Toni, LJUBIČ, Peter, SALKARI, Iiro, BOHANEC, Marko, LAVRAČ, Nada, ŽNIDARŠIČ, Martin, BOLLHALTER, Stefan, HODIK, Jiri. Hierarchical multi-attribute decision support approach to virtual organization creation. V: CAMARINHA-MATOS, Luis (ur.), AFSARMANESH, Hamideh (ur.), ORTIZ, Angel (ur.). Collaborative networks and their breeding environments : IFIP TC5 WG 5.5. New York: Springer, 2005. Str. 135-142. IFIP, 186. ISBN 0-387-28259-9, ISBN 978-0387-28259-6. [COBISS.SI-ID 19746087]

463. LAVRAČ, Nada, JERMOL, Mitja, URBANČIČ, Tanja, MLADENIĆ, Dunja. New media and knowledge management : part of "New media and e-science" programme and "Statistics" programme : 2005/06. Ljubljana: Jožef Stefan Institute, 2006. loč. pag., ilustr. Postgraduate courses in new media and e-science. [COBISS.SI-ID 19421479]

464. LAVRAČ, Nada. Odkrivanje podskupin v podatkih : vabljeno predavanje. Nova Gorica: Politehnika, 6.4.2006. [COBISS.SI-ID 19794727]

465. LAVRAČ, Nada, TODOROVSKI, Ljupčo. Preface. V: LAVRAČ, Nada (ur.), TODOROVSKI, Ljupčo (ur.), JANTKE, Klaus P. (ur.). Discovery science : 9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006 : proceedings. Berlin; Heidelberg: Springer, 2006. Str. v-vi. 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 20294439]

466. ŽELEZNÝ, Filip, LAVRAČ, Nada. Propositionalization-based relational subgroup discovery with RSD. Machine learning. [Print ed.]. 2006, vol. 62, no. 1-2, str. 33-63. ISSN 0885-6125. [COBISS.SI-ID 19724583]

467. TRAJKOVSKI, Igor, ŽELEZNÝ, Filip, LAVRAČ, Nada, TOLAR, Jakub. Relation descriptive analysis of gene expression data. V: PENSERINI, Loris (ur.), PEPPAS, Pavlos (ur.), PERINI, Anna (ur.). STAIRS 2006 : proceedings of the Third Starting AI Researchers' Symposium. Amsterdam [etc.]: IOS Press, 2006. Str. 184-195. Frontiers in artificial intelligence and applications, vol. 142. ISBN 1-580603-645-9. ISSN 0922-6389. [COBISS.SI-ID 20200999]

468. TRAJKOVSKI, Igor, ŽELEZNÝ, Filip, TOLAR, Jakub, LAVRAČ, Nada. Relational subgroup discovery for descriptive analysis of microarray data. V: BERTHOLD, Michael (ur.), GLEN, Robert (ur.), FISCHER, Ingrid (ur.). Computational life sciences II : second international symposium, CompLife 2006, Cambridge, UK, September 27-29, 2006 : proceedings. Berlin; Heidelberg; New York: Springer, 2006. Str. 86-96. Lecture notes in computer science, Lecture notes in bioinformatics, vol. 4216. ISBN 3540457674, ISBN 978-3-540-45767-4. ISSN 0302-9743. [COBISS.SI-ID 20201255]

469. LAVRAČ, Nada (intervjuvanec). S tehnologijami znanja do večje konkurenčnosti. Finance. april 2006, št. 69, str. 21. ISSN 1318-1548. [COBISS.SI-ID 19794215]

470. PUR, Aleksander, PRIBAKOVIĆ BRINOVEC, Radivoje, LAVRAČ, Nada, DEBELJAK, Marko, BOHANEC, Marko, CESTNIK, Bojan, URBANČIČ, Tanja, ALBREHT, Tit, KOPAČ, Tadeja, KOBLER, Andrej, KLEMENC, Jernej, LUKŠIČ, Primož. Sodobne metode analiziranja in vrednotenja primarne in sekundarne ravni zdravstvenega varstva. Bilten : ekonomika, organizacija, informatika v zdravstvu. 2006, letn. 22, št. 1, str. 4-17. ISSN 1318-2927. [COBISS.SI-ID 19781415]

471. LAVRAČ, Nada. SolEuNet : selected data mining techniques and applications. V: From data and information analysis to knowledge engineering : proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9-11, 2005. Berlin: Springer, 2006. Str. 32-39. Studies in classification, data analysis, and knowledge organization. ISBN 3-540-31313-3, ISBN 978-3-540-31313-7. ISSN 1431-8814. [COBISS.SI-ID 19793703]

472. LAVRAČ, Nada, GAMBERGER, Dragan. Subgroup discovery : an experiment in functional genomics. Informatica medica slovenica. 2006, letn. 11, št. 1, str. 46-51. ISSN 1318-2129. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 19977255]

473. GARRIGA, Gemma C., KRALJ NOVAK, Petra, LAVRAČ, Nada. Subgroup discovery by closed itemset mining from labeled data. [S.l.: s.n.], 2006. IJS delovno poročilo, 9351. [COBISS.SI-ID 19790375]

474. ŽELEZNÝ, Filip, TOLAR, Jakub, LAVRAČ, Nada. Summarizing gene-expression-based classifiers by meta-mining comprehensible relational patterns. V: RUGGIERO, C. (ur.). Proceedings of the Fourth IASTED Internatinal Conference on Biomedical Engineering : February 15-17,2006, Innsbruck, Austria. Anaheim; Calgary; Zurich, 2006. Str. 19-24. ISBN 0-8896-576-0. [COBISS.SI-ID 20397607]

475. LAVRAČ, Nada (intervjuvanec), MLADENIĆ, Dunja (intervjuvanec), JERMOL, Mitja (intervjuvanec), DŽEROSKI, Sašo (intervjuvanec), ERJAVEC, Tomaž (intervjuvanec), BOHANEC, Marko (intervjuvanec), GROBELNIK, Marko (intervjuvanec). 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]

476. LAVRAČ, Nada, KRALJ NOVAK, Petra, GAMBERGER, Dragan, KRSTAČIĆ, Antonija. 20830247. V: JARM, Tomaž (ur.), KRAMAR, Peter (ur.), ŽUPANIČ, Anže (ur.). 11th Mediterranean Conference on Medical and Biological Enginering and Computing 2007 : [also] MEDICON 2007, 26-30 June, 2007, Ljubljana, Slovenia. New York: Springer: International Federation for Medical and Biological Engineering, 2007. Str. 157-161. IFMBE proceedings, vol. 16. ISBN 978-3-540-73043-9. ISSN 1727-1983. [COBISS.SI-ID 20830503]

477. BERTHOLD, Michael R. (urednik), SHAWE-TAYLOR, John (urednik), LAVRAČ, Nada (urednik). Advances in intelligent data analysis VII : proceedings. Berlin; Heidelberg: Springer, cop. 2007. XIV, 380 str., tabele, graf. prikazi. 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 21017895]

478. FORTUNA, Blaž, LAVRAČ, Nada, VELARDI, Paola. Advancing topic ontology learning through term extraction. V: BOHANEC, Marko (ur.), 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. 195-199. Informacijska družba. ISBN 978-961-6303-94-1. ISSN 1581-9973. [COBISS.SI-ID 21226023]

479. JESENOVEC, Domen. Analiza podatkov o prometnih nesrečah v Sloveniji : diplomsko delo. Ljubljana: [D. Jesenovec], 2007. VII, 67 str., ilustr. [COBISS.SI-ID 5966676]

480. GAMBERGER, Dragan, LAVRAČ, Nada, KRSTAČIĆ, Antonija. Clinical data analysis based on iterative subgroup discovery : experiments in brain ischaemia data analysis. Applied intelligence. [Print ed.]. 2007, vol. 27, no. 3, str. 205-217. ISSN 0924-669X. [COBISS.SI-ID 21245223]

481. DEMŠAR, Damjan, MOZETIČ, Igor, LAVRAČ, Nada. Collaboration opportunity finder. V: Establishing the foundation of collaborative networks : IFIP TC 5 Working Group 5.5 Eighth IFIP Working conference on Virtual Enterprises : September 10-12, 2007, Guimarães, Portugal. New York: International federatin for Information Processing: Springer, 2007. Str. 179-186. IFIP International federation for information processing, vol. 243. ISBN 978-0-387-73797-3, ISBN 0-387-73797-9. ISSN 1571-5736. [COBISS.SI-ID 21240359]

482. LAVRAČ, Nada. Contents and coauthorship analysis of ILP publications data : invited talk. Amsterdam: University of Amsterdam, Human-Computer Studies Laboratory, Informatics Institute, Faculty of Science, 21. Nov. 2007. [COBISS.SI-ID 21269287]

483. LAVRAČ, Nada. Contents and coauthorship analysis of ILP publications data : invited talk presented at BNAIC'07, the Nineteenth Belgian-Dutch Conference on Artificial Intelligence, 5-6 November 2007, Utrecht, Netherland. 2007. [COBISS.SI-ID 21273383]

484. KRALJ NOVAK, Petra, LAVRAČ, Nada, GAMBERGER, Dragan, KRSTAČIĆ, Antonija. Contrast set mining for distinguishing between similar diseases. V: BELLAZZI, Riccardo (ur.), ABU-HANNA, Ameen (ur.), HUNTER, Jim (ur.). Artificial intelligence in medicine : proceedings. 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007. Berlin; Heidelberg; New York: Springer, cop. 2007. Vol. 4595, str. 109-118. Lecture notes in computer science, Lecture notes in artifical intelligence, 4594. ISBN 978-3-540-73598-4, ISBN 3-540-73598-4. ISSN 0302-9743. [COBISS.SI-ID 20899623]

485. KRALJ NOVAK, Petra, LAVRAČ, Nada, GAMBERGER, Dragan, KRSTAČIĆ, Antonija. Contrast set mining through subgroup discovery applied to brain ischaemina data. V: ZHOU, Zhi-Hua (ur.), LI, Hang (ur.). Advances in knowledge discovery and data mining : 11th Pacific-Asia conference, PAKDD 2007, Nanjing, China, May 22-25, 2007 : proceedings. Berlin; Heidelberg; New York: Springer, 2007. Vol. 4426, str. 579-586. Lecture notes in computer science, Lecture notes in artifical intelligence, vol. 4426. ISBN 978-3-540-71700-3, ISBN 3-540-71700-5. ISSN 0302-9743. [COBISS.SI-ID 20769575]

486. LAVRAČ, Nada. Data mining : techniques and applications in medicine : invited talk. Graz: Institute of Information Systems & Information Management, Joanneum Research, 19.10.2007. [COBISS.SI-ID 21153063]

487. LAVRAČ, Nada. Data mining and knowledge discovery : part of "New media and e-science" programme : 2007/08. Ljubljana: Jožef Stefan International Postgraduate School, 2007. 24 str., ilustr. Postgraduate courses in new media and e-science. [COBISS.SI-ID 21292839]

488. LAVRAČ, Nada (avtor dodatnega besedila), BOHANEC, Marko, PUR, Aleksander, CESTNIK, Bojan, DEBELJAK, Marko, KOBLER, Andrej. Data mining and visualization for decision support and modeling of public health-care resources. Journal of biomedical informatics. [Print ed.]. 2007, vol.40, no. 4, str. 438-447. ISSN 1532-0464. [COBISS.SI-ID 20957479]

489. JENKOLE, Jože, KRALJ NOVAK, Petra, LAVRAČ, Nada, SLUGA, Alojzij. A data mining experiment on manufacturing shop floor data. V: 40th CIRP International Seminar on Manufacturing Systems, Liverpool 30 May - 1 June 2007 : proceedings. [Liverpool: University of Liverpool], 2007. 6 str. [COBISS.SI-ID 10018075]

490. PUR, Aleksander, BOHANEC, Marko, LAVRAČ, Nada, CESTNIK, Bojan. Data presentation methods for monitoring a public health-care system. V: JARM, Tomaž (ur.), KRAMAR, Peter (ur.), ŽUPANIČ, Anže (ur.). 11th Mediterranean Conference on Medical and Biological Enginering and Computing 2007 : [also] MEDICON 2007, 26-30 June, 2007, Ljubljana, Slovenia. New York: Springer: International Federation for Medical and Biological Engineering, 2007. Str. 708-711. IFMBE proceedings, vol. 16. ISBN 978-3-540-73043-9. ISSN 1727-1983. [COBISS.SI-ID 20942631]

491. TRAJKOVSKI, Igor, LAVRAČ, Nada. Efficient generation of biologycally relevant enriched gene sets. V: MǍNDOIU, Ion (ur.), ZELIKOVSKY, Alexander (ur.). Bioinformatics research and applications : proceedings. Third International Symposium, ISBRA 2007, Atlanta, GA, USA, May 7-10, 2007. Berlin; Heidelberg; New York: Springer, cop. 2007. Vol. 4463, str. 248-259. Lecture notes in computer science, Lecture notes in bioinformatics, vol. 4463. ISBN 978-3-540-72030-0, ISBN 3-540-72030-8. ISSN 0302-9743. [COBISS.SI-ID 21244711]

492. LAVRAČ, Nada, GRČAR, Miha, FORTUNA, Blaž. Exploratory analysis of the ILPnet2 repository : research contents analysis and coautorship network. V: VIDMAR, Gaj (ur.), STARE, Janez (ur.). Program and abstracts. International Conference Applied Statistics 2007, Ribno (Bled), Slovenia, September 23-26, 2007. Ljubljana: Statistical Society of Slovenia, 2007. Str. 72-73. ISBN 978-961-90314-8-3. [COBISS.SI-ID 21122599]

493. SABO, Sergeja, GRČAR, Miha, FABJAN, David Aleksander, LJUBIČ, Peter, LAVRAČ, Nada. Exploratory analysis of the ILPnet2 social network. V: BOHANEC, Marko (ur.), 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. 223-227. Informacijska družba. ISBN 978-961-6303-94-1. ISSN 1581-9973. [COBISS.SI-ID 21227303]

494. PODPEČAN, Vid, LAVRAČ, Nada, KONONENKO, Igor. A fast algorithm for mining utility-frequent itemsets. V: NIJSSEN, Siegfried (ur.), RAEDT, Luc de (ur.). 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. 10-20. [COBISS.SI-ID 21061927]

495. LAVRAČ, Nada. From rule learning to relational subgroup discovery. V: PAKDD 2007, 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining : May 22-25, Nanjing, China : conference & workshop program. Nanjing: Nanjing University, 2007. Str. 7. [COBISS.SI-ID 20787751]

496. LAVRAČ, Nada. From rule learning to relational subgroup discovery : tutorial on PAKDD 2007, 11th Pacifik-Asia Conference on Knowledge Discovery and Data Mining, 22-25 May, Nanjing, China. [S. l.: s. n.], 2007. loč. pag. [COBISS.SI-ID 21280551]

497. LAVRAČ, Nada. From rule learning to subgroup discovery : invited talk. Shanghai: Department of Computer Science & Engineering, Shanghai Key Lab of Intelligent Information Processing, Fudan University, 15 May 2007. [COBISS.SI-ID 21293095]

498. TRAJKOVSKI, Igor. Functional interpretation of gene expression data : doctoral dissertation = Funkcijska interpretacija podatkov o izraženosti genov : doktorska disertacija. Ljubljana: [I. Trajkovski], 2007. VI, 127 str., ilustr., tabele. [COBISS.SI-ID 236874240]

499. JURŠIČ, Matjaž. Implementacija učinkovitega sistema za gradnjo, uporabo in evaluacijo lematizatorjev tipa RDR : diplomsko delo. Ljubljana: [M. Juršič], 2007. X, 85 str., ilustr. [COBISS.SI-ID 5965908]

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501. LAVRAČ, Nada, ŽNIDARŠIČ, Martin. Inteligenca, človek in stroj. Emzin : revija za kulturo. 2007, letn. 17, št. 3/4, str. 64-67. ISSN 1318-5497. [COBISS.SI-ID 21359143]

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503. LAVRAČ, Nada. Knowledge management : part of "New media and e-science" programme : 2007/08. Ljubljana: Jožef Stefan International Postgraduate School, 2007. 18 str., ilustr. Postgraduate courses in new media and e-science. [COBISS.SI-ID 21292583]

504. PODPEČAN, Vid. Koristnostno podatkovno rudarjenje : diplomsko delo. Ljubljana: [V. Podpečan], 2007. 75 str., ilustr. [COBISS.SI-ID 5965652]

505. JURŠIČ, Matjaž, MOZETIČ, Igor, LAVRAČ, Nada. Learning ripple down rules for efficient lemmatization. V: BOHANEC, Marko (ur.), 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. 206-209. Informacijska družba. ISBN 978-961-6303-94-1. ISSN 1581-9973. [COBISS.SI-ID 21134375]

506. PUR, Aleksander, BOHANEC, Marko, LAVRAČ, Nada, CESTNIK, Bojan, DEBELJAK, Marko, GRADIŠEK, Anton. Monitoring human resources of a public health-care system through intelligent data analysis and visualizatin. V: BELLAZZI, Riccardo (ur.), ABU-HANNA, Ameen (ur.), HUNTER, Jim (ur.). Artificial intelligence in medicine : proceedings. 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007. Berlin; Heidelberg; New York: Springer, cop. 2007. Vol. 4594, str. 175-179. Lecture notes in computer science, Lecture notes in artifical intelligence, 4594. ISBN 978-3-540-73598-4, ISBN 3-540-73598-4. ISSN 0302-9743. [COBISS.SI-ID 20900391]

507. LAVRAČ, Nada. Odkrivanje zakonitosti v podatkih. Nova Gorica: Univerza v Novi Gorici, 2007. 29 str., ilustr. [COBISS.SI-ID 21292327]

508. LAVRAČ, Nada, MLADENIĆ, Dunja. Odkrivanje zakonitosti v podatkih : analiza tekstovnih podatkov : podiplomski program. Nova Gorica: Univerza v Novi Gorici. 27 str., ilustr. [COBISS.SI-ID 23536679]

509. PLISSON, Joël. Ontologies for collaborative networked organizations : master thesis = Ontologije mrežnih organizacij : magistrsko delo. Ljubljana: [J. Plisson], 2007. XI, 52 str., ilustr. [COBISS.SI-ID 233891840]

510. PLISSON, Joël, LJUBIČ, Peter, MOZETIČ, Igor, LAVRAČ, Nada. An ontology for virtual organization breeding environments. IEEE transactions on systems, man and cybernetics. Pt. C, Applications and reviews. [Print ed.]. 2007, vol. 37, no. 6, str. 1327-1341. ISSN 1094-6977. [COBISS.SI-ID 21211943]

511. BERTHOLD, Michael R., SHAWE-TAYLOR, John, LAVRAČ, Nada. Preface. V: BERTHOLD, Michael R. (ur.), SHAWE-TAYLOR, John (ur.), LAVRAČ, Nada (ur.). Advances in intelligent data analysis VII : proceedings. Berlin; Heidelberg: Springer, cop. 2007. Str. [v]. 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 21018151]

512. KRALJ NOVAK, Petra, LAVRAČ, Nada, GRUDEN, Kristina, ROTTER, Ana, ŠTEBIH, Dejan, MORISSET, Dany, ŽEL, Jana. A prototype decision support system for GMO traceability. V: BOHANEC, Marko (ur.), 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. 214-217. Informacijska družba. ISBN 978-961-6303-94-1. ISSN 1581-9973. [COBISS.SI-ID 21134119]

513. ŽÁKOVÁ, Monika, ŽELEZNÝ, Filip, GARCIA-SEDANO, Javier A., MASIA TISSOT, Cyril, LAVRAČ, Nada, KŘEMEN, Petr, MOLINA, Javier. Relational data mining applied to virtual engineering of product designs. V: MUGGLETON, Stephen (ur.), OTERO, Ramon (ur.), TAMADDONI-NEZHAD, Alireza (ur.). Inductive logic programming : 16th international conference, ILP 2006, Santiago de Compostela, Spain, August 24-27, 2006 : revised selected papers. Berlin; Heidelberg; New York: Springer, cop. 2007. Vol. 4455, str. 439-453. LNCS sublibrary, SL 7, Artificial intelligence, Lecture notes in computer science, Lecture notes in computer science, vol. 4455. ISBN 978-3-540-73846-6, ISBN 3-540-73846-0. ISSN 0302-9743. [COBISS.SI-ID 21280295]

514. JESENOVEC, Domen, LAVRAČ, Nada, MRAMOR KOSTA, Neža. Spatial data mining and visualization with GoogleEarth. V: VIDMAR, Gaj (ur.), STARE, Janez (ur.). Program and abstracts. International Conference Applied Statistics 2007, Ribno (Bled), Slovenia, September 23-26, 2007. Ljubljana: Statistical Society of Slovenia, 2007. Str. 62. ISBN 978-961-90314-8-3. [COBISS.SI-ID 21122343]

515. GAMBERGER, Dragan, LAVRAČ, Nada. Supporting factors in descriptive analysis of brain ischaemia. V: BELLAZZI, Riccardo (ur.), ABU-HANNA, Ameen (ur.), HUNTER, Jim (ur.). Artificial intelligence in medicine : proceedings. 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007. Berlin; Heidelberg; New York: Springer, cop. 2007. Vol. 4594, str. 155-159. Lecture notes in computer science, Lecture notes in artifical intelligence, 4594. ISBN 978-3-540-73598-4, ISBN 3-540-73598-4. ISSN 0302-9743. [COBISS.SI-ID 20900135]

516. LAVRAČ, Nada, LJUBIČ, Peter, URBANČIČ, Tanja, PAPA, Gregor, JERMOL, Mitja, BOLLHALTER, Stefan. Trust modeling for networked organizations using reputation and collaboration estimates. IEEE transactions on systems, man and cybernetics. Pt. C, Applications and reviews. [Print ed.]. maj 2007, vol. 37, no. 3, str. 429-439, ilustr. ISSN 1094-6977. [COBISS.SI-ID 645883]

517. ŽÁKOVÁ, Monika, PODPEČAN, Vid, ŽELEZNÝ, Filip, LAVRAČ, Nada. Advancing data mining workflow construction : a framework and cases using the orange toolkit. V: PODPEČAN, Vid (ur.), et al. Third generation data mining: towards service-oriented knowledge discovery, SoKD'09 : September 7, 2009, Bled, Slovenia. [S. l.: s. n.], 2009. Str. 39-51. [COBISS.SI-ID 22818087]

518. FORTUNA, Blaž, LAVRAČ, Nada, VELARDI, Paola. Advancing topic ontology learning through term extraction. V: HO, Tu-Bao (ur.). PRICAI 2008: trends in artificial intelligence : proceedings = Tu-Bao Ho, Zhi-Hua Zhou (eds.). 10th Pacific Rim International Conference on Artificial Intelligence, Hanoi, Vietnam, December 15-19, 2008. Berlin; Heidelberg: Springer, 2008. Vol. 5351, str. 626-635. Lecture notes in computer science, Lecture notes in artificial inteligence, vol. 5351. ISBN 978-3-540-89196-3, ISBN 3-540-89196-X. ISSN 0302-9743. [COBISS.SI-ID 22344999]

519. GARRIGA, Gemma C., KRALJ NOVAK, Petra, LAVRAČ, Nada. Closed sets for labeled data. Journal of machine learning research. [Print ed.]. 2008, vol. 9, no. 4, str. 559-580. ISSN 1532-4435. [COBISS.SI-ID 21689895]

520. MLADENIĆ, Dunja, LAVRAČ, Nada. A European virtual enterprise on collaborative data mining and decision support. V: PUTNIK, Goran (ur.). Encyclopedia of networked and virtual organizations. Hershey (PA) [etc.]: Information Science Reference, cop. 2008. Str. 524-529. ISBN 978-1-59904-885-7, ISBN 1-59904-885-X, ISBN 978-1-59904-886-4, ISBN 1-59904-886-8. [COBISS.SI-ID 21587239]

521. KING, David, LAVRAČ, Nada, et al. Ex-post evaluation of the Direct actions under the Sixt Framework programmes for research technology development and demonstration carried out by the Joint Research center. Brussels: Commission of the European Communities, 2008. 11 str. [COBISS.SI-ID 22360615]

522. JURŠIČ, Matjaž, LAVRAČ, Nada. Fuzzy clustering of documents. V: BOHANEC, Marko (ur.), et al. Zbornik 11. mednarodne multikonference Informacijska družba - IS 2008, 13.-17. oktober 2008 : zvezek A = Proceedings of the 11th International Multiconference Information Society - IS 2008, October 13th-17th, 2008, Ljubljana, Slovenia : volume A. Ljubljana: Institut "Jožef Stefan", 2008. Str. 178-181. Informacijska družba. ISBN 978-961-264-005-7. ISSN 1581-9973. [COBISS.SI-ID 22100519]

523. KRALJ NOVAK, Petra, GRUDEN, Kristina, MORISSET, Dany, LAVRAČ, Nada, ŠTEBIH, Dejan, ROTTER, Ana, ŽEL, Jana. GMOtrack : generator of Cost-effective GMO testing strategies. 2008. IJS delovno poročilo, 9966. [COBISS.SI-ID 21781543]

524. GAMBERGER, Dragan, LAVRAČ, Nada, FÜRNKRANZ, Johannes. Handling unknown and imprecise attribute values in propositional rule learning : a feature-based approach. V: HO, Tu-Bao (ur.). PRICAI 2008: trends in artificial intelligence : proceedings = Tu-Bao Ho, Zhi-Hua Zhou (eds.). 10th Pacific Rim International Conference on Artificial Intelligence, Hanoi, Vietnam, December 15-19, 2008. Berlin; Heidelberg: Springer, 2008. Vol. 5351, str. 636-645. Lecture notes in computer science, Lecture notes in artificial inteligence, vol. 5351. ISBN 978-3-540-89196-3, ISBN 3-540-89196-X. ISSN 0302-9743. [COBISS.SI-ID 22344743]

525. ŽELEZNÝ, Filip (urednik), LAVRAČ, Nada (urednik), 18th International Conference, ILP 2008, Prague, Czech Republic, September 2008. Inductive logic programming : 18th International Conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008 : proceedings. Berlin; Heidelberg; New York: Springer, cop. 2008. X, 347 str., ilustr. Lecture notes in computer science, Lecture notes in artificial intelligence, LNAI 5194. ISBN 978-3-540-85927-7, ISBN 3-540-85927-6. ISSN 0302-9743. [COBISS.SI-ID 21972007]

526. ŽELEZNÝ, Filip (urednik), LAVRAČ, Nada (urednik), 18th International Conference, ILP 2008, Prague, Czech Republic, September 2008. Inductive logic programming : late breaking papers. Praha: Agentura Action M. V, 128 str., ilustr. ISBN 978-80-86742-26-7. [COBISS.SI-ID 21972519]

527. TRAJKOVSKI, Igor, ŽELEZNÝ, Filip, LAVRAČ, Nada, TOLAR, Jakub. Learning relational descriptions of differentially expressed gene groups. IEEE transactions on systems, man and cybernetics. Pt. C, Applications and reviews. [Print ed.]. 2008, vol. 38, no. 1, spec. issue, str. 16-25. ISSN 1094-6977. DOI: 10.1109/TSMCC.2007.906059. [COBISS.SI-ID 21393959]

528. LAVRAČ, Nada, JESENOVEC, Domen, TRDIN, Nejc, MRAMOR KOSTA, Neža. Mining spatio-temporal data of traffic accidents and spatial pattern visualization. Advances in methodology and statistics. [Tiskana izd.]. 2008, vol. 5, no. 1, str. 45-63, ilustr. ISSN 1854-0023. http://mrvar.fdv.uni-lj.si/pub/mz/mz5.1/lavrac.pdf, Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 22009895]

529. LAVRAČ, Nada, JESENOVEC, Domen, TRDIN, Nejc, MRAMOR KOSTA, Neža. Mining spatio-temporal data of traffic accidents and spatial pattern visualization. Metodološki zvezki. [Spletna izd.]. 2008, vol. 5, no. 1, str. 45-63, ilustr. ISSN 1854-0031. http://www.stat-d.si/mz/mz5.1/lavrac.pdf. [COBISS.SI-ID 4370376]

530. PUR, Aleksander, BOHANEC, Marko, CESTNIK, Bojan, LAVRAČ, Nada. Monitoring human resources of a public health-care system through intelligent data analysis and visualization. V: GIANNOPOULOU, Eugenia G. (ur.). Data mining in medical and biological research. [S. l.]: In-Teh, 2008. Str. 149-158. Artificial intelligence series. ISBN 978-953-7619-30-5. [COBISS.SI-ID 22400807]

531. JARIMO, Toni, LJUBIČ, Peter, HODÍK, Jiří, BOHANEC, Marko, LAVRAČ, Nada. Multi-criteria partner selection in virtual organizations. V: PUTNIK, Goran (ur.). Encyclopedia of networked and virtual organizations. Hershey (PA) [etc.]: Information Science Reference, cop. 2008. Str. 964-970. ISBN 978-1-59904-885-7, ISBN 1-59904-885-X, ISBN 978-1-59904-886-4, ISBN 1-59904-886-8. [COBISS.SI-ID 21586727]

532. BRUIN, Jeroen de, KOK, Joost N., LAVRAČ, Nada, TRAJKOVSKI, Igor. On the design of knowledge discovery services design patterns and their application in a use case implementation. V: LAVRAČ, Nada (ur.), et al. Third generation data mining: towards service-oriented knowledge discovery. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML/PKDD 2008, 15-19 September, 2008, Antwerp, Belgium. [S. l.: s. n.], 2008. Str. 43-57. [COBISS.SI-ID 22002983]

533. PLISSON, Joël, LJUBIČ, Peter, MOZETIČ, Igor, LAVRAČ, Nada. Ontologies for collaborative networked organizations. V: PUTNIK, Goran (ur.). Encyclopedia of networked and virtual organizations. Hershey (PA) [etc.]: Information Science Reference, cop. 2008. Str. 1128-1135. ISBN 978-1-59904-885-7, ISBN 1-59904-885-X, ISBN 978-1-59904-886-4, ISBN 1-59904-886-8. [COBISS.SI-ID 21586983]

534. ŽÁKOVÁ, Monika, KŘEMEN, Petr, ŽELEZNÝ, Filip, LAVRAČ, Nada. Planning to learn with a knowledge discovery ontology. V: BRAZDIL, Pavel B. (ur.), BERNSTEIN, Abraham (ur.), HUNTER, Larry (ur.). Proceedigs of the PlanLearn-08, Second Planning to Learn Workshop(PlanLearn) at the ICML/COLT/UAI 2008, July 9, 2008, Helsinki, Finland. editors Pavel Brazdil, Abraham Bernstein, Larry Hunter. [S. l.: s. n.], 2008. Str. 29-34. [COBISS.SI-ID 23374887]

535. ŽELEZNÝ, Filip, LAVRAČ, Nada. Preface. V: ŽELEZNÝ, Filip (ur.), LAVRAČ, Nada (ur.). Inductive logic programming : late breaking papers. 18th International Conference, ILP 2008, Prague, Czech Republic, September 2008. Praha: Agentura Action M. Str. [i]. ISBN 978-80-86742-26-7. [COBISS.SI-ID 21972775]

536. ŽELEZNÝ, Filip, LAVRAČ, Nada. Preface. V: ŽELEZNÝ, Filip (ur.), LAVRAČ, Nada (ur.). Inductive logic programming : 18th International Conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008 : proceedings. 18th International Conference, ILP 2008, Prague, Czech Republic, September 2008. Berlin; Heidelberg; New York: Springer, cop. 2008. Vol. 5194, str. [v]-vi. Lecture notes in computer science, Lecture notes in artificial intelligence, LNAI 5194. ISBN 978-3-540-85927-7, ISBN 3-540-85927-6. ISSN 0302-9743. [COBISS.SI-ID 21972263]

537. LAVRAČ, Nada, KOK, Joost N. Preface. V: LAVRAČ, Nada (ur.), et al. Third generation data mining: towards service-oriented knowledge discovery. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML/PKDD 2008, 15-19 September, 2008, Antwerp, Belgium. [S. l.: s. n.], 2008. 1 str. [COBISS.SI-ID 22002215]

538. PLISSON, Joël, LAVRAČ, Nada, MLADENIĆ, Dunja, ERJAVEC, Tomaž. Ripple down rule learning for automated word lemmatisation. AI communications : The European journal on artificial intelligence. 2008, vol. 21, no. 1, str. 15-26. ISSN 0921-7126. [COBISS.SI-ID 21593383]

539. TRAJKOVSKI, Igor, LAVRAČ, Nada, TOLAR, Jakub. SEGS : search for enriched gene sets in microarray data. Journal of biomedical informatics. [Print ed.]. 2008, vol. 41, no. 4, str. 588-601. ISSN 1532-0464. [COBISS.SI-ID 22018855]

540. LAVRAČ, Nada. Semantic data mining for creative knowledge discovery : presented at 3rd International Conference on Knowledge, Information and Creativity Support Systems, 22-23 December 2008, Hanoi, Vietnam. 2008. [COBISS.SI-ID 23334951]

541. KRALJ NOVAK, Petra, LAVRAČ, Nada, DACAR, France, ŠTEBIH, Dejan, MORISSET, Dany, ROTTER, Ana, ŽEL, Jana, GRUDEN, Kristina. Strategies for cost reduction in GMO traceability. V: EEDE, G. van den (ur.). 1st Global Conference on GMO Analysis : Villa Erba, Como, Italy, 24-27 June 2008 : [book of abstracts]. [Ispra]: European Commission, Joint Research Centre, 2008. Str. 21-22. [COBISS.SI-ID 24645849]

542. LAVRAČ, Nada. Sugroup discovery in biomedical applicatiofns : presented at Spring Workshop on Mining and Learning, SML2008, Traben-Trarbach, 23 April 2008, Germany. 2008. [COBISS.SI-ID 22265895]

543. LAVRAČ, Nada (urednik), KOK, Joost N. (urednik), BRUIN, Jeroen de (urednik), PODPEČAN, Vid (urednik), European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML/PKDD 2008, 15-19 September, 2008, Antwerp, Belgium. Third generation data mining: towards service-oriented knowledge discovery. [S. l.: s. n.], 2008. 57 str., ilustr. [COBISS.SI-ID 22001959]

544. BRUIN, Jeroen de, KOK, Joost N., LAVRAČ, Nada, TRAJKOVSKI, Igor. Towards service-oriented knowledge discovery : a case study. V: LAVRAČ, Nada (ur.), et al. Third generation data mining: towards service-oriented knowledge discovery. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML/PKDD 2008, 15-19 September, 2008, Antwerp, Belgium. [S. l.: s. n.], 2008. Str. 1-10. [COBISS.SI-ID 22002471]

545. ŽÁKOVÁ, Monika, KŘEMEN, Petr, ŽELEZNÝ, Filip, LAVRAČ, Nada. Using ontological reasoning and planning for data mining workflow composition. V: LAVRAČ, Nada (ur.), et al. Third generation data mining: towards service-oriented knowledge discovery. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML/PKDD 2008, 15-19 September, 2008, Antwerp, Belgium. [S. l.: s. n.], 2008. Str. 35-41. [COBISS.SI-ID 22002727]

546. ŽÁKOVÁ, Monika, ŽELEZNÝ, Filip, PODPEČAN, Vid, LAVRAČ, Nada. Advancing data mining workflow construction : a framework and cases using the orange toolkit. V: PODPEČAN, Vid (ur.), et al. Third generation data mining: towards service-oriented knowledge discovery, SoKD'09 : September 7, 2009, Bled, Slovenia. [S. l.: s. n.], 2009. Str. 39-51. [COBISS.SI-ID 23502887]

547. JURŠIČ, Matjaž, LAVRAČ, Nada, MOZETIČ, Igor, PODPEČAN, Vid, TOIVONEN, Hannu. Constructing information networks from text documents. V: NÜERNBERGER, Andreas (ur.). Workshop on Explorative Analytics of Information Networks at ECML PKDD 2009, September 11, 2009, Bled, Slovenia. [S. l.: s. n.], 2009. Str. 23-26. [COBISS.SI-ID 23251751]

548. PETRIČ, Ingrid, CESTNIK, Bojan, LAVRAČ, Nada, URBANČIČ, Tanja. Creative knowledge discovery by literature outlier detection. V: NÜERNBERGER, Andreas (ur.). Workshop on Explorative Analytics of Information Networks at ECML PKDD 2009, September 11, 2009, Bled, Slovenia. [S. l.: s. n.], 2009. Str. 108-118. [COBISS.SI-ID 1231867]

549. KRALJ NOVAK, Petra, LAVRAČ, Nada, GAMBERGER, Dragan, KRSTAČIĆ, Antonija. CSM-SD: methodology for contrast set mining through subgroup discovery. Journal of biomedical informatics. [Print ed.]. 2009, vol. 42, no. 1, str. 113-122. ISSN 1532-0464. [COBISS.SI-ID 22479655]

550. HREN, Matjaž, HERMAN, Ana, KNEŽEVIĆ, Miomir, RAVNIKAR, Maja, ROŽMAN, Primož, MOTALN, Helena, PETEK, Marko, KRALJ NOVAK, Petra, MOZETIČ, Igor, LAVRAČ, Nada, PODPEČAN, Vid, SCHUCHHARDT, Johannes, BAUER, Chris, SCHICHOR, Christian, OR-GUIL, Michal, SELBIG, Joachim, LAH TURNŠEK, Tamara, GRUDEN, Kristina. Development of cell-based therapies using systems biology tools. V: GOLIČNIK, Marko (ur.), BAVEC, Aljoša (ur.). Book of abstracts. Joint Congress of the Slovenian Biochemical Society and the Genetic Society of Slovenia with International Participation, Otočec, September 20-23, 2009. Ljubljana: Slovenian Biochemical Society: Genetic Society of Slovenia, 2009. Str. 100. ISBN 978-961-91651-5-7. [COBISS.SI-ID 26037977]

551. SLUBAN, Borut, LAVRAČ, Nada, GAMBERGER, Dragan, BAUER, Andrej. Experiments with saturation filtering for noise elimination from labeled data. V: BOHANEC, Marko (ur.), et al. Zbornik 12. mednarodne multikonference Informacijska družba - IS 2009, 12.-16. oktober 2009 : zvezek A = Proceedings of the 12th International Multiconference Information Society - IS 2009, October 12th-16th, 2009, Ljubljana, Slovenia : volume A. Ljubljana: Institut Jožef Stefan, 2009. Str. 240-243. Informacijska družba. ISBN 978-961-264-010-1. ISSN 1581-9973. [COBISS.SI-ID 23253031]

552. BRUIN, Jeroen de, LAVRAČ, Nada, KOK, Joost N. The fantom service for subgroup discovery in score lists. V: PODPEČAN, Vid (ur.), et al. Third generation data mining: towards service-oriented knowledge discovery, SoKD'09 : September 7, 2009, Bled, Slovenia. [S. l.: s. n.], 2009. Str. 52-63. [COBISS.SI-ID 22818343]

553. LAVRAČ, Nada, MOZETIČ, Igor (pisar), PODPEČAN, Vid, KRALJ NOVAK, Petra, MOTALN, Helena, PETEK, Marko, GRUDEN, Kristina. Gene analytics : discovery and contextualization of enriched gene sets. V: NÜERNBERGER, Andreas (ur.). Workshop on Explorative Analytics of Information Networks at ECML PKDD 2009, September 11, 2009, Bled, Slovenia. [S. l.: s. n.], 2009. Str. 39-49. [COBISS.SI-ID 23255335]

554. KRALJ NOVAK, Petra, GRUDEN, Kristina, MORISSET, Dany, LAVRAČ, Nada, ŠTEBIH, Dejan, ROTTER, Ana, ŽEL, Jana. GMOtrack : generator of cost-effective GMO testing strategies. Journal of AOAC International. 2009, vol. 92, no. 6, str. 1739-1746. ISSN 1060-3271. [COBISS.SI-ID 2182735]

555. ŽELEZNÝ, Filip, LAVRAČ, Nada. Guest editors' introduction: special issues on Inductive logic programming (ILP-2008). Machine learning. [Print ed.]. 2009, vol. 76, no. 1, str. 1-2. ISSN 0885-6125. [COBISS.SI-ID 22792231]

556. ŽELEZNÝ, Filip (gostujoči urednik), LAVRAČ, Nada (gostujoči urednik). Inductive logic programming : special issue. New York: Springer, 2009. 173 str., ilustr. Machine learning, vol. 76, no. 1, 2009. ISSN 0885-6125. [COBISS.SI-ID 22791975]

557. PODPEČAN, Vid, LAVRAČ, Nada, KOK, Joost N., BRUIN, Jeroen de. Preface. V: PODPEČAN, Vid (ur.), et al. Third generation data mining: towards service-oriented knowledge discovery, SoKD'09 : September 7, 2009, Bled, Slovenia. [S. l.: s. n.], 2009. 1 str. [COBISS.SI-ID 22817831]

558. ŽNIDARŠIČ, Martin, BOHANEC, Marko, LAVRAČ, Nada, CESTNIK, Bojan. Project self-evaluation methodology : the healthreats project case study. V: BOHANEC, Marko (ur.), et al. Zbornik 12. mednarodne multikonference Informacijska družba - IS 2009, 12.-16. oktober 2009 : zvezek A = Proceedings of the 12th International Multiconference Information Society - IS 2009, October 12th-16th, 2009, Ljubljana, Slovenia : volume A. Ljubljana: Institut Jožef Stefan, 2009. Str. 85-88. Informacijska družba. ISBN 978-961-264-010-1. ISSN 1581-9973. [COBISS.SI-ID 23008295]

559. SLUBAN, Borut. Saturacijski filter za izločanje šuma iz klasificiranih podatkov : diplomsko delo. Ljubljana: [B. Sluban], 2009. 52 str. http://www.matknjiz.si/diplome/uni/u/2009/10668-719.pdf. [COBISS.SI-ID 15185497]

560. LAVRAČ, Nada, KRALJ NOVAK, Petra, MOZETIČ, Igor, PODPEČAN, Vid, MOTALN, Helena, PETEK, Marko, GRUDEN, Kristina. Semantic subgroup discovery : using ontologies in microarray data analysis. V: Engineering the future of biomedicine : proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2-6 September, 2009, Minneapolis, Minnesota. [New York]: Institute of Electrical and Electronics Engineers, cop. 2009. Str. 5613-5616. ISBN 978-1-4244-329607. [COBISS.SI-ID 22990631]

561. LAVRAČ, Nada, KRALJ NOVAK, Petra. Subgroup discovery : presented at "From Local Patterns to Global Models (LeGo-09) ECML/PKDD-09 Workshop", 7 September 2009, Bled, Slovenia. 2009. [COBISS.SI-ID 22879271]

562. KRALJ NOVAK, Petra, LAVRAČ, Nada, WEBB, Geoffrey I. Supervised descriptive rule discovery : a unifying survey of contrast set, emerging pattern and subgroup mining. Journal of machine learning research. [Print ed.]. 2009, vol. 10, str. 377-403. ISSN 1532-4435. http://jmlr.csail.mit.edu/papers/v10/. [COBISS.SI-ID 22475303]

563. KRALJ NOVAK, Petra. Supervised descriptive rule induction : doctoral dissertation = Nadzorovano učenje opisnih pravil : doktorska disertacija. Ljubljana: [P. Kralj Novak], 2009. XVII, 99 f., ilustr. [COBISS.SI-ID 22539559]

564. PODPEČAN, Vid (urednik), LAVRAČ, Nada (urednik), KOK, Joost N. (urednik), BRUIN, Jeroen de (urednik). Third generation data mining: towards service-oriented knowledge discovery, SoKD'09 : September 7, 2009, Bled, Slovenia. [S. l.: s. n.], 2009. 118 str., ilustr. [COBISS.SI-ID 22817575]

565. PODPEČAN, Vid, JURŠIČ, Matjaž, ŽÁKOVÁ, Monika, LAVRAČ, Nada. Towards a service-oriented knowledge discovery platform. V: PODPEČAN, Vid (ur.), et al. Third generation data mining: towards service-oriented knowledge discovery, SoKD'09 : September 7, 2009, Bled, Slovenia. [S. l.: s. n.], 2009. Str. 25-38. [COBISS.SI-ID 23251495]

566. DALI, Lorand, LAVRAČ, Nada. Using enumerations for word clustering. V: BOHANEC, Marko (ur.), et al. Zbornik 12. mednarodne multikonference Informacijska družba - IS 2009, 12.-16. oktober 2009 : zvezek A = Proceedings of the 12th International Multiconference Information Society - IS 2009, October 12th-16th, 2009, Ljubljana, Slovenia : volume A. Ljubljana: Institut Jožef Stefan, 2009. Str. 211-213. Informacijska družba. ISBN 978-961-264-010-1. ISSN 1581-9973. [COBISS.SI-ID 23296551]

567. SLUBAN, Borut, GAMBERGER, Dragan, LAVRAČ, Nada. Advances in class noise detection. V: COELHO, Helder (ur.), STUDER, Rudi (ur.), WOOLDRIDGE, Michael J. (ur.). Proceedings. ECAI 2010, 19th European Conference on Artificial Intelligence, August 16-20, 2010, Lisbon, Portugal. Amsterdam: IOS Press, 2010. Str. 1105-1106. Frontiers in artificial intelligence and applications, vol. 215. ISBN 978-1-60750-605-8. ISSN 0922-6389. [COBISS.SI-ID 23883559]

568. LAVRAČ, Nada. Advances in data mining for biomedical research : invited talk presented at MEDINFO, 13th World Congress on Medical and Health Informatics, 12-15 September 2010, Cape Town, South Africa. 2010. [COBISS.SI-ID 23967783]

569. MOZETIČ, Igor, LAVRAČ, Nada, PODPEČAN, Vid, KRALJ NOVAK, Petra, MOTALN, Helena, PETEK, Marko, GRUDEN, Kristina, TOIVONEN, Hannu, KULOVESI, Kimmo. Bisociative knowledge discovery for microarray data analysis. V: VENTURA, Dan (ur.). Proceedings of the International Conference on Computational, ICCC-X, Creativity, 7-9 January 2010, Lisbon, Portugal. Coimbra: Departament of Informatics Engineering, University of Coimbra, 2010. Str. 190-199. ISBN 978-989-96001-2-6. [COBISS.SI-ID 23374375]

570. JURŠIČ, Matjaž, MOZETIČ, Miran, GRČAR, Miha, LAVRAČ, Nada. Bisociative knowledge discovery via B-term identification. 2010. IJS delovno poročilo, 10463. [COBISS.SI-ID 23586855]

571. LAVRAČ, Nada, SLUBAN, Borut, JURŠIČ, Matjaž. Cross-domain literature mining through outlier document and bridging concept detection. V: BERLINGERIO, Michele (ur.), BRINGMANN, Björn (ur.), NÜRENBERGER, Andreas (ur.). ACNE 2010. Workshop on Analysis of Complex NEtworks at ECML PKDD, September 20, 2010, Barcelona, Sapin. [S. l.: s. n.], 2010. Str. 35-47. [COBISS.SI-ID 23897639]

572. GRČAR, Miha, PODPEČAN, Vid, JURŠIČ, Matjaž, LAVRAČ, Nada. Efficient visualization of document streams. V: PFAHRINGER, Bernhard (ur.), HOLMES, Geoff (ur.), HOFFMANN, Achim (ur.). Discovery science : 13th International Conference, DS 2010, Canberra, Australia, October 6-8, 2010 : proceedings. Berlin; Heidelberg: Springer, cop. 2010. Vol. 6332, str. 174-188. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 6332. ISBN 978-3-642-16183-4, ISBN 3-642-16183-9. ISSN 0302-9743. [COBISS.SI-ID 24214823]

573. LAVRAČ, Nada, FÜRNKRANZ, Johannes, GAMBERGER, Dragan. Explicit feature construction and manipulation for covering rule learning algorithms. V: KORONACKI, Jacek (ur.), et al. Advances in machine learning I : dedicated to the memory of Professor Ryszard S. Michalski. Berlin; Heidelberg: Springer, cop. 2010. Str. 121-146, ilustr. Studies in computational intelligence, vol. 262. ISBN 978-3-642-05176-0, ISBN 3-642-05176-6. ISSN 1860-949X. Repozitorij Univerze v Novi Gorici - RUNG, DOI: 10.1007/978-3-642-05177-7_6. [COBISS.SI-ID 4843771]

574. LAVRAČ, Nada, GRČAR, Miha, FORTUNA, Blaž, VELARDI, Paola. Exploratory analysis of the social network of researchers in inductive logic programming. V: ABRAHAM, Ajith (ur.). Computational social network analysis : trends, tools and research advances. Dordrecht [etc.]: Springer, cop. 2010. Str. 135-154, ilustr. Computer communications and networks. ISBN 978-1-84882-228-3, ISBN 1-84882-228-6, ISBN 1-84882-229-4, ISBN 978-1-84882-229-0. ISSN 1617-7975. [COBISS.SI-ID 255546368]

575. ROTTER, Ana, KRALJ NOVAK, Petra, BAEBLER, Špela, TOPLAK, Nataša, BLEJEC, Andrej, LAVRAČ, Nada, GRUDEN, Kristina. Gene expression data analysis using closed itemset mining for labeled data. Omics : a journal of integrative biology. 2010, vol. 14, no. 2, str. 177-186. ISSN 1536-2310. http://dx.doi.org/10.1089=omi.2009.0126, Repozitorij Univerze v Ljubljani – RUL, DOI: 10.1089=omi.2009.0126. [COBISS.SI-ID 2210383]

576. MORISSET, Dany, KRALJ NOVAK, Petra, LAVRAČ, Nada, ZUPANIČ, Darko, GRUDEN, Kristina, ŽEL, Jana. GMOseek: an algorithm to improve the detection of GMOs in food, feed and environmental samples. V: DOLENC KOCE, Jasna (ur.), VODNIK, Dominik (ur.), PONGRAC, Paula (ur.). Knjiga povzetkov = Book of abstracts. 5. Slovenski simpozij o rastlinski biologiji z mednarodno udeležbo, Ljubljana, 6.-9. september 2010 = 5th Slovenian Symposium on Plant Biology with International Participation, Ljubljana, September 6.-9., 2010. Ljubljana: Slovensko društvo za biologijo rastlin: = The Slovenian Society of Plant Biology, 2010. Str. 91. ISBN 978-961-91014-3-8. [COBISS.SI-ID 28853721]

577. ŽNIDARŠIČ, Martin, BOHANEC, Marko, LAVRAČ, Nada, CESTNIK, Bojan. The healthreats project internal evaluation. V: Helth threats in the European Union : Brescia, 24th September 2010. [S. l.: s. n.], 2010. Str. 83-91. [COBISS.SI-ID 24022311]

578. JURŠIČ, Matjaž, MOZETIČ, Igor, GRČAR, Miha, CESTNIK, Bojan, LAVRAČ, Nada. Identification of concepts bridging diverse biomedical domains. V: ABEEL, Thomas (ur.), VAN LANDEGHEM, Sofie (ur.). Workshop on Advances in Bio Text Mining, 10-11 May 2010, Ghent, Belgium. London: BioMed Central, 2010. Vol. 11, suppl. 5, str. p4-1-p4-2. BMC bioinformatics, vol. 11, suppl. 11, 2010. ISSN 1471-2105. [COBISS.SI-ID 24005415]

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

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

581. KRANJC, Janez. Izdelava spletne aplikacije za strojno učenje = [Development of web application for machine learning] : diplomsko delo. Ljubljana: [J. Kranjc], 2010. 72 str., ilustr. http://eprints.fri.uni-lj.si/1179/, Repozitorij Univerze v Ljubljani – RUL. [COBISS.SI-ID 7954260]

582. RUTTINK, Tom, MORISSET, Dany, VAN DROOGENBROECK, Bart, LAVRAČ, Nada, EEDE, G. van den, ŽEL, Jana, DE LOOSE, Marc. Knowledge-technology-based discovery of unauthorized genetically modified organisms. Analytical and bioanalytical chemistry. 2010, vol. 396, no. 6, str. 1951-1959. ISSN 1618-2642. http://dx.doi.org/10.1007/s00216-009-3218-6, DOI: 10.1007/s00216-009-3218-6. [COBISS.SI-ID 23118375]

583. JURŠIČ, Matjaž, MOZETIČ, Igor, ERJAVEC, Tomaž, LAVRAČ, Nada. LemmaGen : multilingual lemmatisation with induced Ripple-Down rules. Journal of universal computer science. 2010, vol. 16, no. 9, str. 1190-1214. ISSN 0948-695X. [COBISS.SI-ID 23897895]

584. PUR, Aleksander, BOHANEC, Marko, LAVRAČ, Nada, CESTNIK, Bojan. Primary health-care network monitoring : a hierarchical resource allocation modeling approach. The International journal of health planning and management. 2010, vol. 25, no. 2, str. 119-135. ISSN 0749-6753. [COBISS.SI-ID 23721255]

585. KRAMER, Stefan, LAVRAČ, Nada, FLACH, Peter A. Propositionalization approaches to relational data mining. V: DŽEROSKI, Sašo (ur.), LAVRAČ, Nada (ur.). Relational data mining. Berlin; Heidelberg: Springer, cop. 2010. Str. 262-291. ISBN 978-3-642-07604-6. [COBISS.SI-ID 257107968]

586. DŽEROSKI, Sašo (urednik), LAVRAČ, Nada (urednik). Relational data mining. Berlin; Heidelberg: Springer, cop. 2010. XIX, 398 str., ilustr. ISBN 978-3-642-07604-6. [COBISS.SI-ID 256874496]

587. PETRIČ, Ingrid, CESTNIK, Bojan, LAVRAČ, Nada, URBANČIČ, Tanja. The role of outlier PubMed documents in cross-context knowledge discovery : presented at Workshop on Advances in Bio Text Mining, May 10-11, 2010, Ghent, Belgium. 2010. [COBISS.SI-ID 23802919]

588. PODPEČAN, Vid, GRČAR, Miha, LAVRAČ, Nada. Semi-supervised constrained clustering : an expert-guided data analysis methodology. V: ZHANG, Byoung-Tak (ur.), ORGUN, Mehmet A. (ur.). PRICAI 2010: trends in artificial intelligence : 11th Pacific Rim International Conference on Artificial Intelligence, Daegu, Korea, August 30 - September 2, 2010 : proceedings. Berlin; Heidelberg: Springer, 2010. Vol. 6230, str. 219-230. Lecture notes in computer science, Lecture notes in artifical intelligence, vol. 6230. ISBN 978-3-6421-5245-0, ISBN 3-6421-5245-7. ISSN 0302-9743. [COBISS.SI-ID 23971111]

589. GRUDEN, Kristina, KRALJ, Petra, MOZETIČ, Igor, PODPEČAN, Vid, HREN, Matjaž, MOTALN, Helena, PETEK, Marko, LAVRAČ, Nada. Structural modeling of transcriptomics data using creative knowledge discovery. V: JUVAN, Peter (ur.). From arrays to understanding diseases. 5th CFGBC Symposium, June 16th, 2010, Ljubljana, Slovenia. Ljubljana: Faculty of Medicine, 2010. Str. 46. ISBN 978-961-267-023-8. [COBISS.SI-ID 27102681]

590. SLUBAN, Borut, LAVRAČ, Nada. Supporting the search for cross-context links by outlier detection methods. V: ABEEL, Thomas (ur.), VAN LANDEGHEM, Sofie (ur.). Workshop on Advances in Bio Text Mining, 10-11 May 2010, Ghent, Belgium. London: BioMed Central, 2010. Vol. 11, suppl. 5, str. p2-1-p2-2. BMC bioinformatics, vol. 11, suppl. 11, 2010. ISSN 1471-2105. [COBISS.SI-ID 24005159]

591. MILJKOVIĆ, Dragana, STARE, Tjaša, GRUDEN, Kristina, MOZETIČ, Igor, GRČAR, Miha, LAVRAČ, Nada. Text processing assisted development of a Petri net model for plant defence response : presented at BIoTM 2010, Workshop on Advances in Bio Text Mining, 10-11 May, 2010, Ghent, Belgium. 2010. [COBISS.SI-ID 26223143]

592. HILARIO, Melanie (urednik), LAVRAČ, Nada (urednik), PODPEČAN, Vid (urednik), KOK, Joost N. (urednik). Third generation data mining: towards service-oriented knowledge discovery : SoKD'10, September 24, 2010, Barcelona, Spain. [S. l.: s. n.], 2010. VI, 62 str., ilustr. [COBISS.SI-ID 23967271]

593. KRALJ NOVAK, Petra, VAVPETIČ, Anže, TRAJKOVSKI, Igor, LAVRAČ, Nada. Towards semantic data mining with g-SEGS. V: BOHANEC, Marko (ur.), et al. Zbornik 13. mednarodne multikonference Informacijska družba - IS 2010, 11.-15. oktober 2010 : zvezek A = Proceedings of the 13th International Multiconference Information Society - IS 2010, October 11th-15th, 2010, Ljubljana, Slovenia : volume A. Ljubljana: Institut Jožef Stefan, 2010. Str. 169-172. Informacijska družba. ISBN 978-961-264-025-5. ISSN 1581-9973. [COBISS.SI-ID 24046375]

594. PODPEČAN, Vid, ŽÁKOVÁ, Monika, LAVRAČ, Nada. Workflow construction for service-oriented knowledge discovery. V: TIZIANA, Margaria (ur.), STEFFEN, Bernhard (ur.). Leveraging applications of formal methods, verification, and validation : 4th International Symposium on Leveraging Applications, ISoLA 2010, Heraklion, Crete, Greece, October 18-21, 2010 : proceedings. Berlin: Springer, 2010. Vol. 6415, str. 313-327. Lecture notes in computer science, Theoretical computer science and general issues, vol. 6415. ISBN 978-3-642-16557-3, ISBN 3-642-16557-5, ISBN 978-3-642-16560-3, ISBN 3-642-16560-5. ISSN 0302-9743. [COBISS.SI-ID 24214311]

595. MILJKOVIĆ, Dragana, MIHǍILǍ, Claudio, PODPEČAN, Vid, GRČAR, Miha, GRUDEN, Kristina, STARE, Tjaša, LAVRAČ, Nada. Workflow-based information retrieval to model plant defence response to pathogen attacks. V: HILARIO, Melanie (ur.), et al. Third generation data mining: towards service-oriented knowledge discovery : SoKD'10, September 24, 2010, Barcelona, Spain. [S. l.: s. n.], 2010. Str. 51-60. [COBISS.SI-ID 23967527]

596. PELEG, Mor (urednik), LAVRAČ, Nada (urednik), COMBI, Carlo (urednik), 13th Conference on Artificial Intelligence in Medicine, AIME 2011, Bled, Slovenia, July 2-6, 2011. Artificial intelligence in medicine : proceedings. Heidelberg [etc.]: Springer, cop. 2011. XVII, 355 str., ilustr. Lecture notes in computer science, Lecture notes in artificial intelligence, 6747. ISBN 978-3-642-22217-7, ISBN 978-3-642-22218-4. ISSN 0302-9743. DOI: 10.1007/978-3-642-22218-4. [COBISS.SI-ID 8469076]

597. ŽÁKOVÁ, Monika, KŘEMEN, Petr, ŽELEZNÝ, Filip, LAVRAČ, Nada. Automating knowledge discovery workflow composition through ontology-based planning. IEEE transactions on automation science and engineering. [Print ed.]. 2011, vol. 8, no. 2, str. 253-264. ISSN 1545-5955. DOI: 10.1109/TASE.2010.2070838. [COBISS.SI-ID 23993639]

598. KRANJC, Janez, PODPEČAN, Vid, LAVRAČ, Nada. A browser-based platform for service-oriented knowledge discovery. V: KIETZ, Jörg-Uwe (ur.), et al. PlanSoKD'11, Planning to Learn and Service-Oriented Knowledge Discovery September 9, 2011, Athens, Greece. [S. l.: s. n.], 2011. Str. 30-35. [COBISS.SI-ID 25995815]

599. MILJKOVIĆ, Dragana (pisar), DEPOLLI, Matjaž, PETEK, Marko, STARE, Tjaša, DERMASTIA, Marina, GRUDEN, Kristina, MOZETIČ, Igor, LAVRAČ, Nada. Constraint-driven optimiztion approach to build a Petri net defense model in plants. V: Program and oral abstracts. COBRA 2011, 1st Conference on Constraint-based Reconstruction and Analysis, 24th-26th June 2011, Reykjavik, Iceland. Reykjavik: University of Iceland, Center for Systems Biology, 2011. [COBISS.SI-ID 24863527]

600. POLLAK, Senja, COESEMANS, Roel, DAELEMANS, Walter, LAVRAČ, Nada. Detecting contrast patterns in newspaper articles by combining discourse analysis and text mining. Pragmatics. 2011, vol. 21, no. 4, str. 647-683. ISSN 1018-2101. [COBISS.SI-ID 25424167]

601. SLUBAN, Borut, JURŠIČ, Matjaž, CESTNIK, Bojan, LAVRAČ, Nada. Evaluating outliers for cross-context link discovery. V: PELEG, Mor (ur.), LAVRAČ, Nada (ur.), COMBI, Carlo (ur.). Artificial intelligence in medicine : proceedings. 13th Conference on Artificial Intelligence in Medicine, AIME 2011, Bled, Slovenia, July 2-6, 2011. Heidelberg [etc.]: Springer, cop. 2011. Str. 343-347. Lecture notes in computer science, Lecture notes in artificial intelligence, 6747. ISBN 978-3-642-22217-7, ISBN 978-3-642-22218-4. ISSN 0302-9743. [COBISS.SI-ID 24873255]

602. LENARČIČ, Jadran (intervjuvanec), HORVAT, Milena (intervjuvanec), KRISTAN, Urška (intervjuvanec), ŠLEJKOVEC, Zdenka (intervjuvanec), STIBILJ, Vekoslava (intervjuvanec), KOSEC, Marija (intervjuvanec), HOLC, Janez (intervjuvanec), MUŠEVIČ, Igor (intervjuvanec), MIHAILOVIĆ, Dragan (intervjuvanec), UDE, Aleš (intervjuvanec), LAVRAČ, Nada (intervjuvanec), TURK, Boris (intervjuvanec). Orkester prvih violin : v labirintu Instituta Jožef Stefan. Delo. [Tiskana izd.]. 29. jan. 2011, letn. 53, št. 24, str. 21. ISSN 0350-7521. [COBISS.SI-ID 24434983]

603. SLUBAN, Borut, GAMBERGER, Dragan, LAVRAČ, Nada. Performance analysis of class noise detection algorithms. V: ÅGOTNES, Thomas (ur.). Stairs 2010 : proceedings of the Fifth Starting AI Researchers' Symposium in conjunction with the 19th European Conference on Artificial Intelligence (ECAI 2010), 16-20 August 2010, Lisbon, Portugal. Amsterdam ... [et al.]: IOS Press. Str. 303-314. Frontiers in artificial intelligence and applications, vol. 222. ISBN 978-1-60750-675-1, ISBN 1-60750-675-0. ISSN 0922-6389. [COBISS.SI-ID 24288295]

604. KIETZ, Jörg-Uwe (urednik), FISCHER, Simon (urednik), LAVRAČ, Nada (urednik), PODPEČAN, Vid (urednik). PlanSoKD'11, Planning to Learn and Service-Oriented Knowledge Discovery September 9, 2011, Athens, Greece. [S. l.: s. n.], 2011. 64 str., ilustr. [COBISS.SI-ID 25433895]

605. PELEG, Mor, LAVRAČ, Nada, COMBI, Carlo. Preface. V: PELEG, Mor (ur.), LAVRAČ, Nada (ur.), COMBI, Carlo (ur.). Artificial intelligence in medicine : proceedings. 13th Conference on Artificial Intelligence in Medicine, AIME 2011, Bled, Slovenia, July 2-6, 2011. Heidelberg [etc.]: Springer, cop. 2011. Str. vi-vii. Lecture notes in computer science, Lecture notes in artificial intelligence, 6747. ISBN 978-3-642-22217-7, ISBN 978-3-642-22218-4. ISSN 0302-9743. [COBISS.SI-ID 24872999]

606. GRUDEN, Kristina, PODPEČAN, Vid, LAVRAČ, Nada, MOZETIČ, Igor, KRALJ NOVAK, Petra, LANGOHR, Laura, KULOVESI, Kimmo, TOIVONEN, Hannu, PETEK, Marko, MOTALN, Helena. SegMine : a tool for semantic microarray data analysis. V: 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. 87. [COBISS.SI-ID 28301785]

607. PODPEČAN, Vid, LAVRAČ, Nada, MOZETIČ, Igor, KRALJ NOVAK, Petra, TRAJKOVSKI, Igor, LANGOHR, Laura, KULOVESI, Kimmo, TOIVONEN, Hannu, PETEK, Marko, MOTALN, Helena, GRUDEN, Kristina. SegMine workflows for semantic microarray data analysis in Orange4WS. BMC bioinformatics. 2011, vol. 12, no. 416, str. 416-1-416-16. ISSN 1471-2105. DiRROS - Digitalni repozitorij raziskovalnih organizacij Slovenije, DOI: 10.1186/1471-2105-12-416. [COBISS.SI-ID 25208871]

608. PETEK, Marko, PODPEČAN, V., LAVRAČ, Nada, MOZETIČ, Igor, KRALJ, Petra, LANGHOR, L., KULOVESI, Kimmo, TOIVONEN, Hannu, MOTALN, Helena, GRUDEN, Kristina. Segmine: workflow environment for semantic microarray data analysis. V: JANEŽIČ, Sandra (ur.), 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. 268. ISBN 978-961-90895-5-2. [COBISS.SI-ID 29030361]

609. LAVRAČ, Nada, VAVPETIČ, Anže, VAVPETIČ, Anže, ŁAWRYNOWIC, Angnieszka, POTONIEC, Jędrzej, HILARIO, Melanie, KALOUSIS, Alexandros. Semantic data mining. Ljubljana: Institut Jožef Stefan, 29. nov. 2011. http://videolectures.net/ecmlpkdd2011_lavrac_vavpetic_mining/. [COBISS.SI-ID 25434407]

610. VAVPETIČ, Anže, TRAJKOVSKI, Igor, KRALJ NOVAK, Petra, LAVRAČ, Nada. Semantic data mining system g-SEGS. V: KIETZ, Jörg-Uwe (ur.), et al. PlanSoKD'11, Planning to Learn and Service-Oriented Knowledge Discovery September 9, 2011, Athens, Greece. [S. l.: s. n.], 2011. Str. 17-29. [COBISS.SI-ID 25434151]

611. KRALJ NOVAK, Petra, LAVRAČ, Nada, WEBB, Geoffrey I. Supervised descriptive rule induction. V: SAMMUT, Claude (ur.), WEBB, Geoffrey I. (ur.). Encyclopedia of machine learning : with 293 figures and 78 tables. New York: Springer, 2011. Str. 938-941. ISBN 978-0-387-30768-8, ISBN 978-0-387-30164-8, ISBN 978-0-387-34558-1. [COBISS.SI-ID 24510503]

612. VAVPETIČ, Anže. Uporaba ontologij kot predznanja v podatkovnem rudarjenju : diplomsko delo. Ljubljana: [A. Vavpetič], 2011. 99 str., ilustr. http://eprints.fri.uni-lj.si/1406/, Repozitorij Univerze v Ljubljani – RUL. [COBISS.SI-ID 8478548]

613. LAVRAČ, Nada, VAVPETIČ, Anže, SOLDATOVA, Larisa N., TRAJKOVSKI, Igor, KRALJ NOVAK, Petra. Using ontologies in semantic data mining with SEGS and g-SEGS. V: ELOMAA, Tapio (ur.), HOLMÉN, Jaakko (ur.), MANNILA, Heikki (ur.). Discovery science : 14th International Conference, Ds 2011, Espoo, Finland, October 5-7, : proceedings. Heidelberg [etc.]: Springer, 2011. Str. 165-178. 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 25433639]

614. LAVRAČ, Nada. Advances in data mining for biomedical research. V: CBMS 2012. The 25th IEEE International Symposium on Computer-Based Medical System, CBMS 2012, June 20-22, Rome, Italy. [Piscataway]: Institute of Electrical and Electronics Engineers: = IEEE, cop. 2012. 5 str. [COBISS.SI-ID 26383399]

615. LAVRAČ, Nada. Advances in semantic data mining. V: APPICE, Annalisa (ur.). Proceedings of the Workshop on New Frontiers in Mining Complex Patterns (NFMCP2012), [September 24th 2012, Bristol UK]. [S. l.: s. n.], 2012. Str. 1. [COBISS.SI-ID 26152999]

616. MOZETIČ, Igor, LAVRAČ, Nada. Applications and evaluation : overview. V: BERTHOLD, Michael R. (ur.). Bisociative knowledge discovery : an introduction to concept, algorithms, tools, and applications. Heidelberg [etc.]: Springer, cop. 2012. Str. 359-363. Lecture notes in computer science, Lecture notes in artificial intelligence, 7250. ISBN 978-3-642-31829-0, ISBN 3-642-31829-0, ISBN 978-3-642-31830-6. ISSN 0302-9743. [COBISS.SI-ID 25941031]

617. PETRIČ, Ingrid, CESTNIK, Bojan, LAVRAČ, Nada, URBANČIČ, Tanja. Bisociative knowledge discovery by literature outlier detection. V: BERTHOLD, Michael R. (ur.). Bisociative knowledge discovery : an introduction to concept, algorithms, tools, and applications. Heidelberg [etc.]: Springer, 2012. Str. 313-324. Lecture notes in computer science, Lecture notes in artificial intelligence, 7250. ISBN 978-3-642-31830-6. ISSN 1611-3349. DOI: 10.1007/978-3-642-31830-6_22. [COBISS.SI-ID 2413307]

618. JURŠIČ, Matjaž, CESTNIK, Bojan, URBANČIČ, Tanja, LAVRAČ, Nada. Bisociative literature mining by ensemble heuristics. V: BERTHOLD, Michael R. (ur.). Bisociative knowledge discovery : an introduction to concept, algorithms, tools, and applications. Heidelberg [etc.]: Springer, 2012. Str. 338-358. Lecture notes in computer science, Lecture notes in artificial intelligence, 7250. ISBN 978-3-642-31830-6. ISSN 1611-3349. DOI: 10.1007/978-3-642-31830-6_24. [COBISS.SI-ID 2413563]

619. JURŠIČ, Matjaž, SLUBAN, Borut, CESTNIK, Bojan, GRČAR, Miha, LAVRAČ, Nada. Bridging concept identification for constructing information networks from text documents. V: BERTHOLD, Michael R. (ur.). Bisociative knowledge discovery : an introduction to concept, algorithms, tools, and applications. Heidelberg [etc.]: Springer, cop. 2012. Str. 66-90, ilustr. Lecture notes in computer science, Lecture notes in artificial intelligence, 7250. ISBN 978-3-642-31829-0, ISBN 3-642-31829-0, ISBN 978-3-642-31830-6. ISSN 0302-9743. [COBISS.SI-ID 25941287]

620. KRANJC, Janez, PODPEČAN, Vid, LAVRAČ, Nada. ClowdFlows : a cloud based scientific workflow platform. V: FLACH, Peter A. (ur.), DE BIE, Tijl (ur.), CRISTIANINI, Nello (ur.). Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2012 Bristol, UK, September 24-28, 2012 : part II. : proceedings. Heidelberg [etc.]: Springer, 2012. Vol. 7523, str. 816-819. Lecture notes in computer science, Lecture notes in artifcial intelligence, vol. 7523. ISBN 978-3-642-33485-6, ISBN 978-3-642-33486-3. ISSN 0302-9743. [COBISS.SI-ID 26151463]

621. MILJKOVIĆ, Dragana, DEPOLLI, Matjaž, MOZETIČ, Igor, LAVRAČ, Nada, STARE, Tjaša, PETEK, Marko, GRUDEN, Kristina. Constraint-driven optimization of plant defense model parameters. V: GAO, Jean (ur.). Proceedings. 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW), 4-7 October 2012, Philadelphia. Danvers: Institute of Electrical and Electronics Engineers, 2012. Str. 570-574. ISBN 978-1-4673-2558-5. [COBISS.SI-ID 26222887]

622. GRUDEN, Kristina, MILJKOVIĆ, Dragana, STARE, Tjaša, MOZETIČ, Igor, PODPEČAN, Vid, PETEK, Marko, WITEK, Kamil, DERMASTIA, Marina, LAVRAČ, Nada. Constructing signalling network topology for modelling the plant defence. V: ICSB. The 13th International Conference on System Biology, August 19-23, 2012, Toronto, Canada. [S. l.: s. n.], 2012. Str. 199. [COBISS.SI-ID 30234329]

623. JURŠIČ, Matjaž, CESTNIK, Bojan, URBANČIČ, Tanja, LAVRAČ, Nada. Cross-domain literature mining : Finding bridging concepts with CrossBee. V: MAHER, Mary Lou (ur.). Proceedings of the Third International Conference on Computational Creativity, ICCC 2012, May 30 - June 1, 2012, Dublin, Ireland. Dublin: University College, 2012. Str. 33-40. ISBN 978-1-90525-466-8. [COBISS.SI-ID 25938983]

624. JURŠIČ, Matjaž, CESTNIK, Bojan, URBANČIČ, Tanja, LAVRAČ, Nada. CrossBee : cross-context bisociation explorer. V: MAHER, Mary Lou (ur.). Proceedings of the Third International Conference on Computational Creativity, ICCC 2012, May 30 - June 1, 2012, Dublin, Ireland. Dublin: University College, 2012. Str. 226. ISBN 978-1-90525-466-8. [COBISS.SI-ID 25938727]

625. VAVPETIČ, Anže, PODPEČAN, Vid, MEGANCK, Stijn, LAVRAČ, Nada. Explaining subgroups through ontologies. V: PATRICIA, Antony (ur.), MITSURU, Ishizuka (ur.), DICKSON, Lukose (ur.). PRICAI 2012: trends in artificial intelligence : 12th Pacific Rim International Conference, Kuching, Malaysia, September 3-7, 2012 : proceedings. Heidelberg [etc.]: Springer, 2012. Vol. 7458, str. 625-636. Lecture notes in computer science, Lecture notes in artificial intelligence, LNCS 7458. ISBN 978-3-642-32694-3, ISBN 3-642-32694-3. ISSN 0302-9743. [COBISS.SI-ID 26088231]

626. SLUBAN, Borut, JURŠIČ, Matjaž, CESTNIK, Bojan, LAVRAČ, Nada. Exploring the power of outliers for cross-domain literature mining. V: BERTHOLD, Michael R. (ur.). Bisociative knowledge discovery : an introduction to concept, algorithms, tools, and applications. Heidelberg [etc.]: Springer, cop. 2012. Str. 325-337, ilustr. Lecture notes in computer science, Lecture notes in artificial intelligence, 7250. ISBN 978-3-642-31829-0, ISBN 3-642-31829-0, ISBN 978-3-642-31830-6. ISSN 0302-9743. [COBISS.SI-ID 25945895]

627. FÜRNKRANZ, Johannes, GAMBERGER, Dragan, LAVRAČ, Nada. Foundations of rule learning. Heidelberg [etc.]: Springer, cop. 2012. XVII, 334 str., ilustr. Cognitive technologies (Print). ISBN 978-3-540-75196-0. ISSN 1611-2482. https://link.springer.com/book/10.1007/978-3-540-75197-7, DOI: 10.1007/978-3-540-75197-7. [COBISS.SI-ID 26327591]

628. SLUBAN, Borut, POLLAK, Senja, COESEMANS, Roel, LAVRAČ, Nada. Irregularity detection in categorized document corpora. V: LREC 2012 : proceedings. 8th International Conference on Language Resources and Evaluation, 21-27 May 2012, Istanbul, Turkey. Istanbul: ELRA, 2012. Str. 1598-1603. http://www.lrec-conf.org/proceedings/lrec2012/pdf/706_Paper.pdf. [COBISS.SI-ID 25830183]

629. KRANJC, Janez, PODPEČAN, Vid, LAVRAČ, Nada. Knowledge discovery using a service oriented web application. V: DigitalWorld 2012 : January 30 - February 4, 2012 - Valencia, Spain. [S. l.]; International Academy, Research, and Industry Association: = IARIA, cop. 2012. Str. 82-86. ISBN 978-1-61208-015-4, ISBN 978-1-61208-176-2, ISBN 978-1-61208-177-9, ISBN 978-1-61208-178-6, ISBN 978-1-61208-179-3, ISBN 978-1-61208-180-9, ISBN 978-1-61208-181-6, ISBN 978-1-61208-182-3. [COBISS.SI-ID 25995559]

630. MILJKOVIĆ, Dragana, PODPEČAN, Vid, GRČAR, Miha, GRUDEN, Kristina, STARE, Tjaša, PETEK, Marko, MOZETIČ, Igor, LAVRAČ, Nada. Modelling a biological system : network creation by triplet extraction from biological literature. V: BERTHOLD, Michael R. (ur.). Bisociative knowledge discovery : an introduction to concept, algorithms, tools, and applications. Heidelberg [etc.]: Springer, cop. 2012. Str. 427-437, ilustr. Lecture notes in computer science, Lecture notes in artificial intelligence, 7250. ISBN 978-3-642-31829-0, ISBN 3-642-31829-0, ISBN 978-3-642-31830-6. ISSN 0302-9743. [COBISS.SI-ID 25940263]

631. POLLAK, Senja, VAVPETIČ, Anže, KRANJC, Janez, LAVRAČ, Nada, VINTAR, Špela. NLP workflow for on-line definition extraction from English and Slovene text corpora. V: JANCSARY, Jeremy (ur.). Empirical methods : proceedings of the Conference on Natural Language Processing 2012. 11th Conference on Natural Language Processing (KONVENS) [September 19-21, 2012, Vienna, Austria]. Wien: ÖGAI: = Österreichischen Gesellschaft für Artificial Intelligende, 2012. Str. 53-60. Scientific series of the ÖGAI, volume 5. ISBN 3-85027-005-X. [COBISS.SI-ID 26151975]

632. PODPEČAN, Vid, ŽÁKOVÁ, Monika, LAVRAČ, Nada. Orange4WS environment for service-oriented data mining. The Computer journal. 2012, vol. 55, no. 1, str. 82-98. ISSN 0010-4620. DOI: 10.1093/comjnl/bxr077. [COBISS.SI-ID 25004071]

633. PETRIČ, Ingrid, CESTNIK, Bojan, LAVRAČ, Nada, URBANČIČ, Tanja. Outlier detection in cross-context link discovery for creative literature mining. The Computer journal. 2012, vol. 55, no. 1, str. 47-61. ISSN 0010-4620. DOI: 10.1093/comjnl/bxq074. [COBISS.SI-ID 1621243]

634. LAVRAČ, Nada, KRALJ NOVAK, Petra. Relational and semantic data mining for biomedical research. V: BOHANEC, Marko (ur.), et al. Zbornik 15. mednarodne multikonference Informacijska družba - IS 2012, 8.-12. oktober 2012, Ljubljana, Slovenia : zvezek A = Proceedings of the 15th International Multiconference Information Society - IS 2012, October 8th-12th, 2012, [Ljubljana, Slovenia] : volume A. Ljubljana: Institut Jožef Stefan, 2012. Zv. a, str. 27-30. Informacijska družba. ISBN 978-961-264-046-0. ISSN 1581-9973. [COBISS.SI-ID 26215719]

635. MOZETIČ, Igor, LAVRAČ, Nada, PODPEČAN, Vid, KRALJ NOVAK, Petra, MOTALN, Helena, PETEK, Marko, GRUDEN, Kristina, TOIVONEN, Hannu, KULOVESI, Kimmo. Semantic subgroup discovery and cross-context linking for microarray data analysis. V: BERTHOLD, Michael R. (ur.). Bisociative knowledge discovery : an introduction to concept, algorithms, tools, and applications. Heidelberg [etc.]: Springer, cop. 2012. Str. 379-389, ilustr. Lecture notes in computer science, Lecture notes in artificial intelligence, 7250. ISBN 978-3-642-31829-0, ISBN 3-642-31829-0, ISBN 978-3-642-31830-6. ISSN 0302-9743. [COBISS.SI-ID 25940775]

636. VAVPETIČ, Anže, LAVRAČ, Nada. Semantic subgroup discovery systems and workflows in the SDM-Toolkit. The Computer journal. 2012, vol. 56, no. 3, str. 304-320. ISSN 0010-4620. DOI: 10.1093/comjnl/bxs057. [COBISS.SI-ID 25856551]

637. MILJKOVIĆ, Dragana, STARE, Tjaša, MOZETIČ, Igor, PODPEČAN, Vid, PETEK, Marko, WITEK, Kamil, DERMASTIA, Marina, LAVRAČ, Nada, GRUDEN, Kristina. Signalling network construction for modelling plant defence response. PloS one. 2012, vol. 7, no. 12, str. e51822-1e51822-18. ISSN 1932-6203. http://ponta.ijs.si/mozetic/papers/Miljetal-signet-PlosONE-12.pdf, DOI: 10.1371/journal.pone.0051822. [COBISS.SI-ID 26363431]

638. PEROVŠEK, Matic, LAVRAČ, Nada, CESTNIK, Bojan. Visual divisive hierarchical clustering using k-means. V: BOHANEC, Marko (ur.), et al. Zbornik 15. mednarodne multikonference Informacijska družba - IS 2012, 8.-12. oktober 2012, Ljubljana, Slovenia : zvezek A = Proceedings of the 15th International Multiconference Information Society - IS 2012, October 8th-12th, 2012, [Ljubljana, Slovenia] : volume A. Ljubljana: Institut Jožef Stefan, 2012. Zv. a, str. 193-196. Informacijska družba. ISBN 978-961-264-046-0. ISSN 1581-9973. [COBISS.SI-ID 26246951]

639. PEROVŠEK, Matic, VAVPETIČ, Anže, LAVRAČ, Nada. A wordifcation approach to relational data mining : early results. V: REGUZZI, Fabrizio (ur.), ŽELEZNÝ, Filip (ur.). LBP-ILP2012 : late breaking papers of the 22nd International Conference on Inductive Logic Programming, Dubrovnik, Croatia, September 17-19, 2012. [S. l.]: CEUR-WS, 2012. Str. 56-61. CEUR workshop proceedings, vol. 975. ISSN 1613-0073. http://ceur-ws.org/Vol-975/paper-05.pdf. [COBISS.SI-ID 26676519]

640. LAVRAČ, Nada. Advances in subgroup discovery for biomedical research : presented at Knowledge Technologies Symposium on Machine Leraning and Computational Creativity, 4 July 2013, Institut Jožef Stefan, Ljubljana. 2013. [COBISS.SI-ID 26860071]

641. VAVPETIČ, Anže, KRALJ NOVAK, Petra, LAVRAČ, Nada. Analysing financial vocabulary using a new semantic subgroup discovery system Hedwig. V: TRDIN, Nejc (ur.), et al. Zbornik = Proceedings. 5. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana = 5th Jožef Stefan International Postgraduate School Students Conference, 23. maj 2013, Ljubljana, Slovenija. Ljubljana: Mednarodna podiplomska šola Jožefa Stefana, 2013. Str. 219-229. ISBN 978-961-92871-5-6. [COBISS.SI-ID 26870311]

642. LANGOHR, Laura, PODPEČAN, Vid, PETEK, Marko, MOZETIČ, Igor, GRUDEN, Kristina, LAVRAČ, Nada, TOIVONEN, Hannu. Contrasting subgroup discovery. The Computer journal. sep. 2013, vol. 56, no. 3, str. 289-303. ISSN 0010-4620. DOI: 10.1093/comjnl/bxs132. [COBISS.SI-ID 26152487]

643. STARE, Tjaša, RAMŠAK, Živa, MILJKOVIĆ, Dragana, PETEK, Marko, LAVRAČ, Nada, MOZETIČ, Igor, VODNIK, Dominik, GRUDEN, Kristina. Dynamics of plant defense response to virus infection. V: Plant immunity : pathways and translation. [S. l.: Keystone symposia, 2013]. Str. 60. [COBISS.SI-ID 2789199]

644. STARE, Tjaša, RAMŠAK, Živa, MILJKOVIĆ, Dragana, PETEK, Mateja, VODNIK, Dominik, MOZETIČ, Igor, LAVRAČ, Nada, GRUDEN, Kristina. Dynamics of potato (Solanum tuberosum) defence response to Potato virus Y (PVY) infection. V: AČIMOVIČ, Jure (ur.), PROSENC ZMRZLJAK, Uršula (ur.), JUVAN, Peter (ur.). 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. 50. ISBN 978-961-267-060-3. [COBISS.SI-ID 26818087]

645. JURŠIČ, Matjaž, CESTNIK, Bojan, URBANČIČ, Tanja, LAVRAČ, Nada. HCI empowered literature mining for cross-domain knowledge discovery. V: HOLZINGER, Andreas (ur.), PASI, Gabriella (ur.). Human-computer interaction and knowledge discovery in complex, unstructured, big data : proceedings. Third International Workshop, HCI-KDD 2013, Held at SouthCHI 2013, Maribor, Slovenia, July 1-3, 2013. Berlin; Heidelberg: Springer, 2013. Vol. 7947, str. 124-135. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 7947. ISBN 978-3-642-39145-3. ISSN 0302-9743. [COBISS.SI-ID 26775591]

646. MILJKOVIĆ, Dragana, PODPEČAN, Vid, STARE, Tjaša, MOZETIČ, Igor, GRUDEN, Kristina, LAVRAČ, Nada. Incremental revision of biological networks from texts. V: Proceedings. IWBBIO 2013, International Work-Conference on Bioinformatics and Biomedical Engineering, March 18-20, 2013, Granada. [Sl. l.: s. n.], 2013. Str. 1-9. ISBN 978-84-15814-13-9. [COBISS.SI-ID 26673447]

647. PODPEČAN, Vid, MILJKOVIĆ, Dragana, PETEK, Marko, STARE, Tjaša, GRUDEN, Kristina, MOZETIČ, Igor, LAVRAČ, Nada. Integrating semantic transcriptomic data analysis andknowledge extraction from biological literature. V: Proceedings. 2013 IEEE International Conference on Bioinformatics and Biomedicine Workshops BIBM 2013, Shanghai, China, December 18-21, 2013. Danvers: Institute of Electrical and Electronics Engineers, 2013. Str. 477-480. ISBN 978-1-4799-1309-1. [COBISS.SI-ID 27382823]

648. MILJKOVIĆ, Dragana, DEPOLLI, Matjaž, PETEK, Marko, STARE, Tjaša, GRUDEN, Kristina, MOZETIČ, Igor, LAVRAČ, Nada. Iterative modifications of the plant defence model based on the constrant-driven paramente optimisation. V: AČIMOVIČ, Jure (ur.), PROSENC ZMRZLJAK, Uršula (ur.), JUVAN, Peter (ur.). 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. 43. ISBN 978-961-267-060-3. [COBISS.SI-ID 26817319]

649. PODPEČAN, Vid. Knowledge discovery in a service-oriented data mining environment : doctoral dissertation = Odkrivanje zakonitosti iz podatkov v okolju spletnih servisov : doktorska disertacija. Ljubljana: [V. Podpečan], 2013. XII, 137 str., ilustr. [COBISS.SI-ID 266312448]

650. LAVRAČ, Nada (intervjuvanec). Ko bo računalnik povedal šalo, ki se ji bomo smejali. Delo. [Tiskana izd.]. 18. jul. 2013, leto 55, št. 164, str. 14, portret. ISSN 0350-7521. [COBISS.SI-ID 26914087]

651. GRČAR, Miha, TRDIN, Nejc, LAVRAČ, Nada. A methodology for mining document-enriched heterogeneous information networks. The Computer journal. 2013, vol. 56, no. 3, str. 321-335. ISSN 0010-4620. DOI: 10.1093/comjnl/bxs058. [COBISS.SI-ID 26023719]

652. STARE, Tjaša, MILJKOVIĆ, Dragana, RAMŠAK, Živa, PETEK, Marko, BAEBLER, Špela, COLL RIUS, Anna, MOZETIČ, Igor, LAVRAČ, Nada, GRUDEN, Kristina. Modeling of potato signaling response to PVY infection. V: Book of abstract. [S. l.: s. n., 2013]. Str. 17. [COBISS.SI-ID 2896207]

653. STARE, Tjaša, MILJKOVIĆ, Dragana, RAMŠAK, Živa, PETEK, Marko, BAEBLER, Špela, VODNIK, Dominik, MOZETIČ, Igor, LAVRAČ, Nada, GRUDEN, Kristina. Modelling of plant signaling response to viral infection. V: PETAN, Toni (ur.), ŠPES, Aleš (ur.). Book of abstracts. 10th Meeting of the Slovenian Biochemical Society with International Participation, Ljubljana, Slovenia, September 15-18, 2013. Ljubljana: Slovenian Biochemical Society, 2013. Str. 52. ISBN 978-961-91651-8-8. [COBISS.SI-ID 30819289]

654. STARE, Tjaša, RAMŠAK, Živa, MILJKOVIĆ, Dragana, PETEK, Marko, LAVRAČ, Nada, MOZETIČ, Igor, GRUDEN, Kristina. Modelling potato defence response to PVY infection. V: PETAN, Toni (ur.), ŠPES, Aleš (ur.). Book of abstracts. 10th Meeting of the Slovenian Biochemical Society with International Participation, Ljubljana, Slovenia, September 15-18, 2013. Ljubljana: Slovenian Biochemical Society, 2013. Str. 164. ISBN 978-961-91651-8-8. [COBISS.SI-ID 30823641]

655. SMAILOVIĆ, Jasmina, GRČAR, Miha, LAVRAČ, Nada, ŽNIDARŠIČ, Martin. Predictive sentiment analysis of tweets : a stock market application. V: HOLZINGER, Andreas (ur.), PASI, Gabriella (ur.). Human-computer interaction and knowledge discovery in complex, unstructured, big data : proceedings. Third International Workshop, HCI-KDD 2013, Held at SouthCHI 2013, Maribor, Slovenia, July 1-3, 2013. Berlin; Heidelberg: Springer, 2013. Vol. 7947, str. 77-88. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 7947. ISBN 978-3-642-39145-3. ISSN 0302-9743. [COBISS.SI-ID 26867751]

656. KRANJC, Janez, PODPEČAN, Vid, LAVRAČ, Nada. Real-time data analysis in ClowdFlows. V: HU, Xiaohua (ur.). Proceedings. 2013 IEEE International Conference on Big Data, 6-9 October 2013, Santa Clara, CA, USA. Danvers: IEEE = Institute of Electrical and Electronics Engineers, 2013. Str. 15-22. ISBN 978-1-4799-1292-6. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6691682. [COBISS.SI-ID 27392039]

657. LAVRAČ, Nada, KRALJ NOVAK, Petra. Relational and semantic data mining for biomedical research. Informatica : an international journal of computing and informatics. [Tiskana izd.]. mar. 2013, vol. 37, no. 1, str. 35-39. ISSN 0350-5596. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 26639399]

658. LAVRAČ, Nada. Relational and semantic data mining for biomedical research : invited talk. Helsiki: Aalto University, 5. nov. 2013. [COBISS.SI-ID 27199527]

659. LAVRAČ, Nada. Relational and semantic data mining for biomedical research : presented at Public Symposium on Data in the Life Science, DAISY: Catch me if you can: exploding data in the life Sciences, 28 June 2013, Konstanz, Germany. 2013. [COBISS.SI-ID 26838311]

660. FÜRNKRANZ, Johannes, LAVRAČ, Nada, GAMBERGER, Dragan. Rule learning algorithms and their application : invited talk. Zagreb: Rudjer Bošković Institut, 15. feb. 2013. [COBISS.SI-ID 26573095]

661. VAVPETIČ, Anže, KRALJ NOVAK, Petra, GRČAR, Miha, MOZETIČ, Igor, LAVRAČ, Nada. Semantic data mining of financial news articles. V: FÜRNKRANZ, Johannes (ur.), et al. Discovery science : 16th International Conference, DS 2013, Singapore, October 6-9, 2013 ; proceedings. Berlin, Heidelberg: Springer, 2013. Vol. 8140, str. 294-307. Lecture notes in computer science, Lecture notes in artificial intelligence, 8140. ISBN 978-3-642-40896-0, ISBN 3-642-40897-4. ISSN 0302-9743. [COBISS.SI-ID 27322151]

662. MILJKOVIĆ, Dragana. Semi-automated knowledge elicitation for modelling plant defence response : doctoral dissertation = Polavtomatsko zajemanje znanja za modeliranje obrambnega odziva rastlin = doktorska disertacija. Ljubljana: [D. Miljković], 2013. XIV, 199 str., ilustr. [COBISS.SI-ID 272051712]

663. PODPEČAN, Vid, MILJKOVIĆ, Dragana, LANGOHR, Laura, GRUDEN, Kristina, MOZETIČ, Igor, ZEMENOVA, Monika, MOTALN, Helena, LAVRAČ, Nada. A service-oriented knowledge discovery platform with applications in system biology. V: AČIMOVIČ, Jure (ur.), PROSENC ZMRZLJAK, Uršula (ur.), JUVAN, Peter (ur.). 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. 47. ISBN 978-961-267-060-3. [COBISS.SI-ID 26817831]

664. LAVRAČ, Nada. Text mining for creative cross-domain knowledge discovery : invited talk. Helsinki: University of Helsinki, Department of Computer Science, 14. nov. 2013. [COBISS.SI-ID 27264039]

665. LAVRAČ, Nada. Text mining for creative cross-domain knowledge discovery : PROSECCO Autumn School on Computational Creativity 2013, November 18-22, 2013, Porvoo, Finland. 2013. [COBISS.SI-ID 27264295]

666. JURŠIČ, Matjaž. Text mining for cross-domain knowledge discovery : doctoral dissertation = Rudarjenje besedil za meddomensko odkrivanje znanja : doktorska disertacija. Ljubljana: [M. Juršič], 2013. XIII, 141 str., ilustr. [COBISS.SI-ID 268009472]

667. PEROVŠEK, Matic, CESTNIK, Bojan, URBANČIČ, Tanja, COLTON, Simon, LAVRAČ, Nada. Towards narrative ideation via cross-context link discovery using banded matrices. V: TUCKER, Allan (ur.). Advances in intelligent data analysis XII : IDA 2013 : 12th International Symposium, London, UK, October 17-19, 2013 : proceedings. Berlin; Heidelberg: Springer, 2013. Vol. 8207, str. 333-344. Lecture notes in computer science, 8207. ISBN 978-3-642-41397-1, ISBN 978-3-642-41398-8. ISSN 0302-9743. [COBISS.SI-ID 27322919]

668. SLUBAN, Borut, LAVRAČ, Nada. ViperCharts : visual performance evaluation platform. V: BLOCKEEL, Hendrik (ur.). Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013. Part III : proceedings. Dodrecht: Springer, 2013. Str. 650-653. Lecture notes in computer science, Lecture notes in artificial intelligence, 8190. ISBN 978-3-642-40993-6, ISBN 978-3-642-40994-3. ISSN 0302-9743. [COBISS.SI-ID 27245095]

669. PEROVŠEK, Matic, VAVPETIČ, Anže, CESTNIK, Bojan, LAVRAČ, Nada. A wordification approach to relational data mining. V: FÜRNKRANZ, Johannes (ur.), et al. Discovery science : 16th International Conference, DS 2013, Singapore, October 6-9, 2013 ; proceedings. Berlin, Heidelberg: Springer, 2013. Vol. 8140, str. 141-154. Lecture notes in computer science, Lecture notes in artificial intelligence, 8140. ISBN 978-3-642-40896-0, ISBN 3-642-40897-4. ISSN 0302-9743. [COBISS.SI-ID 27322663]

670. LAVRAČ, Nada. Advances in data mining for biomedical research. V: ECCB 2014. 13th European Conference on Computational Biology, 7-10 September 2014. Strasbourg, France. [S. l.: s. n.], 2014. http://www.eccb14.org/program/keynotes. [COBISS.SI-ID 27941159]

671. LAVRAČ, Nada. Advances in data mining for biomedical research. V: The 34 Joint Conference on Medical Informatics JCMI 2014 [and] 15th Annual Conference of Japan Association for Medical Informatics, November 6-8, 2014, Chiba, Japan. The 34 Joint Conference on Medical Informatics JCMI 2014 [and] 15th Annual Conference of Japan Association for Medical Informatics, November 6-8, 2014, Chiba, Japan. [S. l.: s. n.], 2014. http://www.ho.chiba-u.ac.jp/jcmi2014/Program.html. [COBISS.SI-ID 28099879]

672. LLANO, Marija Teresa, HEPWORTH, Rose, COLTON, Simon, GOW, Jeremy, CHARNLEY, John, LAVRAČ, Nada, ŽNIDARŠIČ, Martin, PEROVŠEK, Matic, GRANROTH-WILDING, Mark, CLARK, Stephen. Baseline methods for automated fictional ideation. V: COLTON, Simon (ur.), et al. Proceedings. The Fifth International Conference on Computational Creativity, ICCC 2014, June 9-13, 2014 Ljubljana , Slovenia. Ljubljana: Institut Jožef Stefan, 2014. 9 str. ISBN 978-961-264-055-2. http://computationalcreativity.net/iccc2014/wp-content/uploads/2014/06/Brochure.pdf337. [COBISS.SI-ID 27801639]

673. PEROVŠEK, Matic, LAVRAČ, Nada, CESTNIK, Bojan. Bridging term discovery for cross-domain literature mining. V: Discovery science : book of abstracts. [S. l.: s. n.], 2014. 2 str. http://ds2014.ijs.si/lbp/DS2014_LBP_complete.pdf. [COBISS.SI-ID 28023591]

674. 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]

675. MILJKOVIĆ, Dragana, GRUDEN, Kristina, LAVRAČ, Nada. Constructing biological models from domain knowledge and literature. V: LEVNAJIĆ, Zoran (ur.), BOSHKOSKA, Biljana Mileva (ur.). Proceedings. 6th International Conference on Information Technologies and Information Society [also] ITIS 2014, Šmarješke Toplice, 5-7 Novembar 2014. Novo mesto: Faculty of Information Studies, 2014. Str. 40-45. ISBN 978-961-93391-3-8. [COBISS.SI-ID 28191783]

676. SLUBAN, Borut. Ensemble-based noise and outlier detection : doctoral dissertation = Ansambelsko odkrivanje šuma in osamelcev v podatkih : doktorska disertacija. Ljubljana: [B. Sluban], 2014. X, 125 str., ilustr. [COBISS.SI-ID 272954112]

677. SLUBAN, Borut, GAMBERGER, Dragan, LAVRAČ, Nada. Ensemble-based noise detection : noise ranking and visual performance evaluation. Data mining and knowledge discovery. 2014, vol. 28, no. 2, str. 265-303. ISSN 1384-5810. DOI: 10.1007/s10618-012-0299-1. [COBISS.SI-ID 27385383]

678. ADHIKARI, Prem Raj, VAVPETIČ, Anže, KRALJ, Jan, LAVRAČ, Nada, HOLLMÉN, Jaakko. Explaining mixture models through semantic pattern mining and banded matrix visualization. V: DŽEROSKI, Sašo (ur.), et al. Discovery science : 17th International Conference, DS 2014, Bled, Slovenia, October 8-10 : proceedings. Heidelberg [etc.]: Springer, 2014. Vol. 8777, str. 1-12. 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 27984167]

679. MORISSET, Dany, KRALJ NOVAK, Petra, ZUPANIČ, Darko, GRUDEN, Kristina, LAVRAČ, Nada, ŽEL, Jana. GMOseek : a user friendly tool for optimized GMO testing. BMC bioinformatics. avg. 2014, vol. 15, no. 258. ISSN 1471-2105. http://dx.doi.org/10.1186/1471-2105-15-258, DOI: 10.1186/1471-2105-15-258. [COBISS.SI-ID 27877159]

680. ŽNIDARŠIČ, Martin, POLLAK, Senja, MILJKOVIĆ, Dragana, KRANJC, Janez, LAVRAČ, Nada. Identifying creative fictional ideas. V: Discovery science : book of abstracts. [S. l.: s. n.], 2014. 2 str. http://ds2014.ijs.si/lbp/DS2014_LBP_complete.pdf. [COBISS.SI-ID 28024615]

681. LAVRAČ, Nada (intervjuvanec). Kreativni računalnik, pomočnik pri kreiranju znanja iz podatkov. Znanost na cesti : znanje in ideje na prepihu. 9. apr. 2014. ISSN 2385-9997. http://videolectures.net/znanostnacesti_lavrac_kreativni_racunalnik/. [COBISS.SI-ID 27623975]

682. GAMBERGER, Dragan, MIHELČIČ, Matej, LAVRAČ, Nada. Multilayer clustering : A discovery experiment on country level trading data. V: DŽEROSKI, Sašo (ur.), et al. Discovery science : 17th International Conference, DS 2014, Bled, Slovenia, October 8-10 : proceedings. Heidelberg [etc.]: Springer, 2014. Vol. 8777, str. 87-98. 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 27984423]

683. LAVRAČ, Nada. Napredne tehnike rudarjenja podatkov z aplikacijami v biomedicini : vabljeno predavanje v okviru cikla "Znanstveni večeri" v dvorcu Lanthieri v Vipavi. Nova Gorica: Univerza v Novi Gorici, 16. apr. 2014. [COBISS.SI-ID 27648039]

684. LAVRAČ, Nada (intervjuvanec), DŽEROSKI, Sašo (intervjuvanec). 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]

685. MILJKOVIĆ, Dragana, DEPOLLI, Matjaž, STARE, Tjaša, MOZETIČ, Igor, PETEK, Marko, GRUDEN, Kristina, LAVRAČ, Nada. Plant defence model revisions through iterative minimisation of constraint violations. International journal of computational biology and drug design. 2014, vol. 7, no. 1, str. 61-79. ISSN 1756-0756. DOI: 10.1504/IJCBDD.2014.058588. [COBISS.SI-ID 27540775]

686. COLTON, Simon (urednik), COOK, Michael (urednik), LAVRAČ, Nada (urednik), VENTURA, Dan (urednik), The Fifth International Conference on Computational Creativity, ICCC 2014, June 9-13, 2014 Ljubljana , Slovenia. Proceedings. Ljubljana: Institut Jožef Stefan, 2014. ISBN 978-961-264-055-2. http://computationalcreativity.net/iccc2014/proceedings/. [COBISS.SI-ID 27798311]

687. LAVRAČ, Nada, PEROVŠEK, Matic, VAVPETIČ, Anže. Propositionalization online. V: CALDERS, Toon (ur.). Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014 : proceedings : part III. Heidelberg ... [et al.]: Springer, 2014. Vol. 8726, str. 456-459. Lecture Notes in Computer Science, Lecture notes in artificial intelligence, 8726. ISBN 978-3-662-44844-1, ISBN 978-3-662-44845-8. ISSN 0302-9743. [COBISS.SI-ID 27937831]

688. VAVPETIČ, Anže, PODPEČAN, Vid, LAVRAČ, Nada. Semantic subgroup explanations. Journal of intelligent information systems. 2014, vol. 42, no. 2, str. 233-254. ISSN 0925-9902. DOI: 10.1007/s10844-013-0292-1. [COBISS.SI-ID 27322407]

689. SMAILOVIĆ, Jasmina. Sentiment analysis in streams of microblogging posts : doctoral dissertation = Analiza sentimenta v tokovih kratkih spletnih sporočil = doktorska disertacija. Ljubljana: [J. Smailović], 2014. XXV, 113 str., ilustr. [COBISS.SI-ID 277826304]

690. SMAILOVIĆ, Jasmina, GRČAR, Miha, LAVRAČ, Nada, ŽNIDARŠIČ, Martin. Stream-based active learning for sentiment analysis in the financial domain. Information sciences. [Print ed.]. nov. 2014, vol. 285, str. 181-203. ISSN 0020-0255. DOI: 10.1016/j.ins.2014.04.034. [COBISS.SI-ID 27709991]

691. ORAČ, Roman. Strojno učenje v porazdeljenem okolju z uporabo paradigme MapReduce : magistrsko delo. Ljubljana: [R. Orač], 2014. 123 str., ilustr. http://eprints.fri.uni-lj.si/2829/, Repozitorij Univerze v Ljubljani – RUL. [COBISS.SI-ID 1536017347]

692. KRANJC, Janez, SMAILOVIĆ, Jasmina, PODPEČAN, Vid, GRČAR, Miha, ŽNIDARŠIČ, Martin, LAVRAČ, Nada. Active learning for sentiment analysis on data streams : methodology and workflow implementation in the ClowdFlows platform. Information processing & management. [Print ed.]. 2015, vol. 51, no. 2, str. 187-203. ISSN 0306-4573. DOI: 10.1016/j.ipm.2014.04.001. [COBISS.SI-ID 28251943]

693. KRANJC, Janez, LAVRAČ, Nada. ConCreTeFlows. V: Show, tell imagine : a day to explore computational creativity together : Thursday 9th April, 2015, London. London: Queen Mary, University of London, 2015. Str. 15. [COBISS.SI-ID 28513831]

694. LAVRAČ, Nada (intervjuvanec), ŽNIDARŠIČ, Martin (intervjuvanec). Dr. Nada Lavrač, dr. Martin Žnidaršič : sodelavca Odseka za tehnologije znanja na institutu Jožefa Stefana. Dnevnik. [Tiskana izd.]. 7. feb. 2015, letn. 65, št. 35, str. 6. ISSN 1318-0320. [COBISS.SI-ID 28944679]

695. MARTINS, Pedro, URBANČIČ, Tanja, POLLAK, Senja, LAVRAČ, Nada, CARDOSO, Amilcar. The good, the bad, and the AHA! Blends. V: TOIVONEN, Hannu (ur.). Proceedings of the Sixth International Conference on Computational Creativity, ICCC 2015, June 29 - July 2, 2015, Park City, UT, USA. Provo: Brigham Young University, 2015. Str. 166-173. ISBN 978-0-8425-2970-9. http://axon.cs.byu.edu/ICCC2015proceedings/7.3Martins.pdf. [COBISS.SI-ID 28698407]

696. KRALJ, Jan, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. Heterogeneous networks decomposition and weighting with text mining heuristics. V: CECI, Michelangelo (ur.). ECML PKDD 2015 : proceedings of the 4th Workshop on New Frontiers in Mining Complex Paterns, (NFMCP 2015), September 07-11, 2015, Porto, Portugal. [S. l.: s. n.], 2015. 12 str. http://www.di.uniba.it/~ceci/micFiles/NFMCP2015.pdf. [COBISS.SI-ID 29329959]

697. GAMBERGER, Dragan, ŽENKO, Bernard, MITELPUNKT, Alexis, LAVRAČ, Nada. Identification of gender specific biomarkers for Alzheimerʼs disease. V: Brain informatics and heath : 8th International Conference, BIH 2015, London, UK, August 30 - September 2, 2015 : proceedings. Cham [etc.]: Springer, 2015. Lnai 9250, str. 57-66. Lecture notes ina artificial intelligence, LNAI 9250. ISBN 978-3-319-23343-7, ISBN 978-3-319-23344-4. ISSN 0302-9743. http://link.springer.com/chapter/10.1007%2F978-3-319-23344-4_6. [COBISS.SI-ID 28851495]

698. MILJKOVIĆ, Dragana, GRUDEN, Kristina, LAVRAČ, Nada. Improving biological models with experts knowledge and literature. V: POVH, Janez (ur.). Applied modelling and computing in social science. Frankfurt am Main: PL Academic Research, cop. 2015. Str. 117-128, ilustr. ISBN 978-3-631-66366-0, ISBN 978-3-653-05821-5. [COBISS.SI-ID 28827175]

699. MILJKOVIĆ, Dragana, PODPEČAN, Vid, STARE, Tjaša, MOZETIČ, Igor, GRUDEN, Kristina, LAVRAČ, Nada. Incremental construction of biological networks by relation extraction from literature. Current bioinformatics. 2015, vol. 10, no. 2, str. 177-190. ISSN 1574-8936. DOI: 10.2174/157489361002150518125321. [COBISS.SI-ID 28591655]

700. ČOK, Vanja, ŽAVBI, Roman, DUHOVNIK, Jože, ŽNIDARŠIČ, Martin, ŽENKO, Bernard, LAVRAČ, Nada. Informacijska platforma za razvoj pohištva za preventivno in rehabilitacijsko vadbo na domu. V: GAMS, Matjaž (ur.), PIRTOŠEK, Zvezdan (ur.), TROBEC, Roman (ur.). SPS delavnica EM-zdravje : zbornik 18. mednarodne multikonference Informacijska družba - IS 2015, 9. in 12. oktober 2015, [Ljubljana, Slovenia] : zvezek G = SPS EM-health workshop : proceedings of the 18th International Multiconference Information Society - IS 2015, October 9th and 12h, 2015, Ljubljana, Slovenia : volume G. 18. Mednarodna multikonferenca Informacijska družba - IS 2015, Ljubljana, 6. oktober 2015. Ljubljana: Institut Jožef Stefan, 2015. Str. 22-24. ISBN 978-961-264-087-3. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2015/IS2015_Volume_G%20-%20Delavnica%20EMZ.pdf. [COBISS.SI-ID 28962599]

701. VALMARSKA, Anita, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. Inverted heuristics in subgroup discovery. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Izkopavanje znanja in podatkovna skladišča (SiKDD 2015) : zbornik 18. mednarodne multikonference Informacijska družba - IS 2015, 5. oktober 2015, [Ljubljana, Slovenia] : zvezek E = Data mining and data warehouses (SiKDD 2015) : proceedings of the 18th International Multiconference Information Society - IS 2015, October 5th, 2015, Ljubljana, Slovenia : volume E. Ljubljana: Institut Jožef Stefan, 2015. Str. 41-44. ISBN 978-961-264-086-6. http://is.ijs.si/zborniki/!%20E%20-%20Izkopavanje%20znanja%20-%20ZBORNIK.pdf. [COBISS.SI-ID 28950823]

702. KRALJ, Jan, VALMARSKA, Anita, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. Mining text enriched heterogeneous citation networks. V: CAO, Tru (ur.). Advances in knowledge discovery and data mining : 19th Pacific Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19 - 22, 2015. part 2 : proceedindgs. Cham: Springer, 2015. Str. 672-683. Lecture notes in computer science, Lecture notes in artificial intelligence, 9078. ISBN 978-3-319-18032-8. ISSN 0302-9743. [COBISS.SI-ID 28829223]

703. GRČAR, Miha. Mining text-enriched heterogeneous information networks : doctoral dissertation = Rudarjenje podatkov v tekstovno obogatenih heterogenih informacijskih omrežijih : doktorska disertacija. Ljubljana: [M. Grčar], 2015. XII, 117 str., ilustr. [COBISS.SI-ID 28944935]

704. STARE, Katja, MILJKOVIĆ, Dragana, RAMŠAK, Živa, DOBNIK, David, BAEBLER, Špela, COLL RIUS, Anna, MOZETIČ, Igor, LAVRAČ, Nada, GRUDEN, Kristina. Modeling of potato signaling response to PVY infection. V: Workshop. [S. l.: s. n., 2015]. Str. 36. [COBISS.SI-ID 3462991]

705. GAMBERGER, Dragan, ŽENKO, Bernard, MITELPUNKT, Alexis, LAVRAČ, Nada. Multilayer clustering : biomarker driven segmentation of Alzheimers disease patient population. V: ORTUÑO, Francisco (ur.), ROJAS RUIZ, Ignacio (ur.). Bioinformatics and biomedical engineering : proceedings, part I. Third International Conference, IWBBIO 2015, [International Work-Conference on Bioinformatics and Biomedical Engineering], April 15-17, 2015, Granada, Spai. Cham [etc.]: Springer, 2015. Str. 134-145. Lecture notes in computer science, Lecture notes in bioinformatics, 9043. ISBN 978-3-319-16482-3, ISBN 978-3-319-16483-0. ISSN 0302-9743. [COBISS.SI-ID 28475175]

706. ŠKVORC, Tadej. Orodje za razporejanje člankov na konferencah : diplomsko delo. Ljubljana: [T. Škvorc], 2015. 46 str., ilustr. http://eprints.fri.uni-lj.si/3064/, Repozitorij Univerze v Ljubljani – RUL. [COBISS.SI-ID 1536489667]

707. ŽNIDARŠIČ, Martin, ŽENKO, Bernard, LAVRAČ, Nada. Platforma za informacijsko podporo participativnemu načrtovanju javnih storitev v pametnih mestih = An IT support platform for participative design of public services in smart cities. V: MOHORČIČ, Mihael (ur.), ROBNIK, Ana (ur.), BAŠKOVČ, Dalibor (ur.). Delavnica Pametna mesta in skupnosti kot razvojna priložnost Slovenije : zbornik 18. mednarodne multikonference Informacijska družba - IS 2015, 12. oktober 2015, [Ljubljana, Slovenia] : zvezek H = Workshop Smart cities and communities as a development opportunity for Slovenia : proceedings of the 18th International Multiconference Information Society - IS 2015, October 12th, 2015, Ljubljana, Slovenia : volume H. Ljubljana: Institut Jožef Stefan, 2015. Str. 105-107. ISBN 978-961-264-090-3. http://e6.ijs.si/pmis/Pametna_mesta_ZBORNIK.pdf, http://library.ijs.si/Stacks/Proceedings/InformationSociety/2015/IS2015_Volume_H%20-%20Pametna%20mesta.pdf. [COBISS.SI-ID 28966695]

708. MIHELČIČ, Matej, LAVRAČ, Nada, DŽEROSKI, Sašo, ŽENKO, Bernard, ŠMUC, Tomislav. Redescription mining from biological and clinical descriptions of patients with different levels of dementia. V: 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]

709. SLUBAN, Borut, LAVRAČ, Nada. Relating ensemble diversity and performance : a study in class noise detection. Neurocomputing. [Print ed.]. jul. 2015, vol. 160, str. 120-131. ISSN 0925-2312. DOI: 10.1016/j.neucom.2014.10.086. [COBISS.SI-ID 28461351]

710. LAVRAČ, Nada, VAVPETIČ, Anže. Relational and semantic data mining. V: Logic programming and nonmonotonic reasoning : 13th International Conference, LPNMR 2015, Lexington, Ky, USA, September 27-30, 2015. Cham [etc.]: Springer, 2015. Lnai 9345, str. 20-31. Lecture notes in computer science, Lecture notes in artificial intelligence, LNAI 9345. ISBN 978-3-319-23263-8, ISBN 978-3-319-23264-5. ISSN 0302-9743. [COBISS.SI-ID 89133827]

711. POLLAK, Senja, LESJAK, Borut, KRANJC, Janez, PODPEČAN, Vid, ŽNIDARŠIČ, Martin, LAVRAČ, Nada. RoboCHAIR : creative assistant for question generation and ranking. V: Proceedings : IEEE Symposium Series on Copmutational Intelligence, 8-10 December 2015 Cape Town, South Africa. Danvers: IEEE = Institute of Electrical and Electronics Engineers, 2015. Str. 1468-1475. ISBN 978-1-4799-7560-0. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7376784. [COBISS.SI-ID 29192487]

712. LAVRAČ, Nada. Strojno učenje in podatkovno rudarjenje : 27. FMF seminar za učitelje matematike, 19-20 september 2015. Ljubljana: Univerza v Ljubljani, Fakulteta za matematiko in fiziko. [COBISS.SI-ID 28944423]

713. PEROVŠEK, Matic, PODPEČAN, Vid, KRANJC, Janez, ERJAVEC, Tomaž, POLLAK, Senja, NGOCTHI DO, Quynh Ngoc, LIU, Xiao, SMITH, Cameron, CAVAZZA, Marc, LAVRAČ, Nada. Text mining platform for NLP workflow design, replication and reuse. V: Workshop on Replicability and Reusability in Natural Language Processing: adaptive method, resources and software at theTwenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, 25-31 July 2015. Palo Alto: AAAI Press = The Association for the Advancement of Artificial Intelligence Press, 2015. 12 str. https://sites.google.com/site/adaptivenlp2015/home/list-of-accepted-papers. [COBISS.SI-ID 28802087]

714. LAVRAČ, Nada. Unfolding relational data into text : invited talk. Prague: Czech Technical University, 16. mar. 2015. [COBISS.SI-ID 28452135]

715. VAVPETIČ, Anže, LAVRAČ, Nada. Using ontologies in semantic data mining with g-SEGS and Aleph. V: MUGGLETON, Stephen (ur.), WATANABE, Hiroaki (ur.). Latest advances in inductive logic programming : [21st International Conference of Inductive Logic Programming (ILP 2011), 31st July to 3rd August, Windsor Great Park]. London: Imperial College Press, cop. 2015. Str. 19-26. ISBN 978-1-78326-508-4. [COBISS.SI-ID 28293671]

716. PEROVŠEK, Matic, VAVPETIČ, Anže, KRANJC, Janez, CESTNIK, Bojan, LAVRAČ, Nada. Wordification : propositionalization by unfolding relational data into bags of words. Expert systems with applications. [Print ed.]. 2015, vol. 42, no. 17/18, str. 6442-6456. ISSN 0957-4174. DOI: 10.1016/j.eswa.2015.04.017. [COBISS.SI-ID 28609575]

717. PEROVŠEK, Matic. Advanced text processing workflows in a web-based text mining platform : doctoral dissertation = Napredni delotoki za procesiranje tekstov v spletni platfotmi za tekstovno rudarnje = doktorska disertacija. Ljubljana: [M. Perovšek], 2016. XXI, 135 str., ilust. [COBISS.SI-ID 29627687]

718. LAVRAČ, Nada. Advances in relational and network data analysis for open data science. V: LONČARIĆ, Sven (ur.), ŠMUC, Tomislav (ur.). Abstracts book. First International Workshop on Data Science, (IWDS 2016), 30 November 2016, Zagreb. [Zagreb]: Centre of Research Excellence for Data Science and Cooperative Systems, 2016. Str. 10. [COBISS.SI-ID 30028839]

719. KRALJ, Jan, VALMARSKA, Anita, GRČAR, Miha, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. Analysis of text-enriched heterogeneous information networks. V: JAPKOWICZ, Nathalie (ur.), STEFANOWSKI, Jerzy (ur.). Big data analysis : new algorithms for a new society. Cham: Springer. 2016, str. 115-139. Studies in big data, volume 16. ISBN 978-3-319-26987-0, ISBN 978-3-319-26989-4. ISSN 2197-6503. http://link.springer.com/chapter/10.1007/978-3-319-26989-4_5. [COBISS.SI-ID 29316135]

720. LAVRAČ, Nada. Besedilno rudarjenje za kreativno meddomensko odkrivanje zakonitosti : vabljeno predavanje v okviru Jezikovno-tehnološkega abonmaja (JOTA) Slovenskega društva za jezikovne tehnologije Fakulteta za računalništvo in informatiko Univerze v Ljubljani, 29. 3. 2016, Ljubljana, Slovenija. [COBISS.SI-ID 29396519]

721. GAMBERGER, Dragan, ŽENKO, Bernard, MITELPUNKT, Alexis, SHACHAR, Netta, LAVRAČ, Nada. Clusters of male and female Alzheimer's disease patients in the Alzheimer's Disease Neuroimaging Initiative (ADNI) database : Dragan Gamberger ... [et al.]. Brain informatics. 2016, vol. 3, no. 3, str. 169-179. ISSN 2198-4026. DOI: 10.1007/s40708-016-0035-5. [COBISS.SI-ID 29404455]

722. ŠKVORC, Tadej, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. Co-bidding graphs for constrained paper clustering. V: MERNIK, Marjan (ur.), LEAL, José Paulo (ur.), OLIVEIRA, Hugo Gonçalo (ur.). 5th Symposium on Languages, Applications and Technologies : SLATE'16, June 20-21, 2016, Maribor, Slovenia. Wadern: Schloss Dagstuhl, Leibniz-Zentrum für Informatik, 2016. Str. 1-13, ilustr. Open access series in informatics, vol. 51. ISBN 978-3-95977-006-4. ISSN 2190-6807. http://drops.dagstuhl.de/opus/volltexte/oasics-complete/oasics-vol51-slate2016-complete.pdf, DOI: 10.4230/OASIcs.SLATE.2016.1. [COBISS.SI-ID 1537027523]

723. POLLAK, Senja, BOSHKOSKA, Biljana Mileva, MILJKOVIĆ, Dragana, WIGGINS, Geraint, LAVRAČ, Nada. Computational creativity conceptualisation grounded on ICCC papers. V: PACHET, François (ur.). Proceedings of the 7th International Conference on Computational Creativity, ICCC 2016, 27 June - 1 July. Paris: Sony CSL = Sony Computer Science Laboratory, 2016. Str. 123-130. ISBN 978-2-7466-9155-1. http://www.computationalcreativity.net/iccc2016/wp-content/uploads/2016/08/Proceedings_ICCC16.pdf. [COBISS.SI-ID 29727783]

724. ŽNIDARŠIČ, Martin, KRANJC, Janez, LAVRAČ, Nada. Computational creativity infrastructure for online software composition : a conceptual blending use case. V: PACHET, François (ur.). Proceedings of the 7th International Conference on Computational Creativity, ICCC 2016, 27 June - 1 July. Paris: Sony CSL = Sony Computer Science Laboratory, 2016. Str. 371-378. ISBN 978-2-7466-9155-1. http://www.computationalcreativity.net/iccc2016/wp-content/uploads/2016/08/Proceedings_ICCC16.pdf. [COBISS.SI-ID 29718823]

725. MILJKOVIĆ, Dragana, LAVRAČ, Nada, BOHANEC, Marko, BOSHKOSKA, Biljana Mileva. Detection of dependencies between literature domains through relation extraction and copulas. V: International Conference on Control, Decision and Information Technologies, CoDIt 2016, April 6-8, 2016, St. Paul's Bay, Malta. Danvers: IEEE = Institute of Electrical and Electronics Engineers, 2016. Str. 302-307. ISBN 8-2188-5090-1-978. http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7593578. [COBISS.SI-ID 29894439]

726. SMAILOVIĆ, Jasmina, GRČAR, Miha, LAVRAČ, Nada, ŽNIDARŠIČ, Martin. Dynamic parameter adaptation of SVM based active learning methodology. V: KREMPL, Georg (ur.). AL@iKNOW 2016 : proceedings of the Workshop on Active Learning: Applications, Foundations and Emerging Trends co-located with International Conference on Knowledge Technologies and Data-driven Business (i-KNOW 2016), Graz Austria, October 18, 2016. [S. l.]: CEUR-WS, 2016. CEUR workshop proceedings, vol. 1707. http://daniel.kottke.eu/add/alatiknow.pdf. [COBISS.SI-ID 29892903]

727. PEROVŠEK, Matic, JURŠIČ, Matjaž, CESTNIK, Bojan, LAVRAČ, Nada. Empowering bridging term discovery for cross-domain literature mining in the textflows platform. V: HOLZINGER, Andreas (ur.). Machine learning for health informatics : state-of-the-art and future challenges. Cham [etc.]: Springer, 2016. Lnai 9605, str. 59-98. Lecture notes in computer science, Lecture notes in artificial intelligence, LNAI 9605. ISBN 978-3-319-50477-3, ISBN 978-3-319-50478-0. ISSN 0302-9743. [COBISS.SI-ID 30074407]

728. ADHIKARI, Prem Raj, VAVPETIČ, Anže, KRALJ, Jan, LAVRAČ, Nada, HOLLMÉN, Jaakko. Explaining mixture models through semantic pattern mining and banded matrix visualization. V: Special issue of the 7th International Conference on Discovery Science, October 8-10, 2014, Slovenia. Norwell; Dordrecht: Kluwer Academic Publishers, 2016. Vol. 105, no. 1, str. 3-39. Machine learning, Vol. 105, no. 1, 2016. ISSN 0885-6125. DOI: 10.1007/s10994-016-5550-3. [COBISS.SI-ID 29553959]

729. CESTNIK, Bojan, FABBRETTI, Elsa, GUBIANI, Donatella, LAVRAČ, Nada, URBANČIČ, Tanja. Exploring outlier documents to investigate potential links between gut microbiota and Alzheimer's disease. V: ORTUÑO, Francisco (ur.), ROJAS RUIZ, Ignacio (ur.). Proceedings, extended abstracs. IWBBIO 2016, International Work-Conference on Bioinformatics and Biomedical Engineering, April 20-22, 2016, Granada, Spain. [S. l.: s. n.], 2016. Str. 475-486. ISBN 978-84-16478-75-0. [COBISS.SI-ID 29481511]

730. KRALJ, Jan, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. Heterogeneous network decomposition and weighting with text mining heuristics. V: CECI, Michelangelo (ur.). New frontiers in mining complex patterns : 4th International Workshop, NFMCP 2015 held in conjunction with ECML-PKDD 2015 Porto, Portugal, September 7, 2015 : revised selected papers. [S. l.]: Springer, 2016. Vol. 9607, str. 194-208. Lecture notes in computer science, Lecture notes in artificial intelligence, 9607. ISBN 978-3-319-39314-8, ISBN 978-3-319-39315-5. ISSN 0302-9743. [COBISS.SI-ID 29560359]

731. GAMBERGER, Dragan, ŽENKO, Bernard, MITELPUNKT, Alexis, LAVRAČ, Nada. Homogeneous clusters of Alzheimer's disease patient population. V: Selected articles of the 3rd International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2015), 15-17 April 2015, Grenada, Spain. London: BioMed Central, 2016. Vol. 15, suppl. 1, str. 578-1-578-34. BioMedical engineering online, Vol. 15, suppl. 1, 2016. ISSN 1475-925X. DOI: 10.1186/s12938-016-0183-0. [COBISS.SI-ID 29641511]

732. MILJKOVIĆ, Dragana, ALEKSOVSKI, Darko, PODPEČAN, Vid, LAVRAČ, Nada, MALLE, Bernd, HOLZINGER, Andreas. Machine learning and data mining methods for managing Parkinson's disease. V: HOLZINGER, Andreas (ur.). Machine learning for health informatics : state-of-the-art and future challenges. Cham [etc.]: Springer, 2016. Lnai 9605, str. 209-220. Lecture notes in computer science, Lecture notes in artificial intelligence, LNAI 9605. ISBN 978-3-319-50477-3, ISBN 978-3-319-50478-0. ISSN 0302-9743. [COBISS.SI-ID 30082855]

733. SMAILOVIĆ, Jasmina, ŽNIDARŠIČ, Martin, LAVRAČ, Nada, POLLAK, Senja, KRANJC, Janez. Modelling human appreciation of machine generated What-if ideas. V: Constructive machine learning : NIPS 2016, Neural Information Processing Systems, December 10, 2016, Barcelona, Spain. [S. l.: s. n.], 2016. 5 str. http://www.cs.nott.ac.uk/~psztg/cml/2016/papers/CML2016_paper_6.pdf. [COBISS.SI-ID 30063655]

734. RAMŠAK, Živa, STARE, Tjaša, LUKAN, Tjaša, MILJKOVIĆ, Dragana, LAVRAČ, Nada, GRUDEN, Kristina. Modellling of potato immune signalling response. V: 16th Triennial Meeting of the Virology Section of the European Association of Potato Research & 8th Annual Meeting of PVYwide Organization, May 31st -June 3rd 2016 Ljubljana, Slovenia. [S. l.: s. n., 2016]. Str. 24. [COBISS.SI-ID 3900239]

735. KRALJ, Jan, VAVPETIČ, Anže, DUMONTIER, Michel, LAVRAČ, Nada. Network ranking assisted semantic data mining. Lecture notes in computer science. [Print ed.]. str. 752-764. ISSN 0302-9743. [COBISS.SI-ID 29482535]

736. ŠOSTAR, Anja. Povečevanje zvestobe kupcev z metodami podatkovnega rudarjenja : magistrsko delo. Ljubljana: [A. Šostar], 2016. 136 str., [17] str. pril., ilustr. http://dk.fdv.uni-lj.si/magistrska/pdfs/mag_sostar-anja.pdf. [COBISS.SI-ID 29628711]

737. MIHELČIĆ, Matej, DŽEROSKI, Sašo, LAVRAČ, Nada, ŠMUC, Tomislav. Redescription mining with multi-target predictive clustering trees. V: CECI, Michelangelo (ur.). New frontiers in mining complex patterns : 4th International Workshop, NFMCP 2015 held in conjunction with ECML-PKDD 2015 Porto, Portugal, September 7, 2015 : revised selected papers. [S. l.]: Springer, 2016. Vol. 9607, str. 125-143. Lecture notes in computer science, Lecture notes in artificial intelligence, 9607. ISBN 978-3-319-39314-8, ISBN 978-3-319-39315-5. ISSN 0302-9743. [COBISS.SI-ID 29576743]

738. VAVPETIČ, Anže. Semantic subgroup discovery : doctoral dissertation = Semantično odkrivanje podskupin = doktorska disertacija. Ljubljana: [A. Vavpetič], 2016. XXI, 151 str., ilustr. [COBISS.SI-ID 284715776]

739. ŽNIDARŠIČ, Martin, SMAILOVIĆ, Jasmina, LAVRAČ, Nada, GRČAR, Miha, POLLAK, Senja, VALENTINČIČ, Aljoša. Sentiment analysis and linguistic properties modelling in capital markets : presented at SMiLe - Spring Workshop on Mining and Learning, 3-5 Februar 2016, Saigerhoeh, Germany. 2016. [COBISS.SI-ID 29279271]

740. KRALJ NOVAK, Petra, LAVRAČ, Nada, WEBB, Geoffrey I. Supervised descriptive rule induction. V: SAMMUT, Claude (ur.), WEBB, Geoffrey I. (ur.). Encyclopedia of machine learning and data mining. Heidelberg [etc.]: Springer, 2016. 4 str. ISBN 978-1-4899-7502-7. DOI: 10.1007/978-1-4899-7502-7_808-1. [COBISS.SI-ID 29871143]

741. PEROVŠEK, Matic, KRANJC, Janez, ERJAVEC, Tomaž, CESTNIK, Bojan, LAVRAČ, Nada. TextFlows : a visual programming platform for text mining and natural language processing. Science of computer programming. 2016, vol. 121, str. 128-152. ISSN 0167-6423. DOI: 10.1016/j.scico.2016.01.001. [COBISS.SI-ID 29549095]

742. VALMARSKA, Anita, MILJKOVIĆ, Dragana, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. Towards multi-view approach to Parkinson's disease quality of life data analysis. V: ECML-PKDD 2016, The European Conference on Machine Learning and Principles and Practice of Databases : 5th International Workshop on New Frontiers in Mining Complex Patterns, 19-23 September 2016, 2016, Riva de Garda, Italy. 12 str. http://www.di.uniba.it/~loglisci/NFmcp2016/NFmcp2016_paper_5.pdf. [COBISS.SI-ID 30201127]

743. PODPEČAN, Vid, MILJKOVIĆ, Dragana, LAVRAČ, Nada. Upgrading the Biomine heterogeneous network : final version 1.1. 2016. IJS delovno poročilo, 12235. [COBISS.SI-ID 30094119]

744. MILJKOVIĆ, Dragana, VAVPETIČ, Anže, LAVRAČ, Nada, PODPEČAN, Vid, KRANJC, Janez, CESTNIK, Bojan. Upgrading the ClowdFlows browser-based workflow management platform : deliverable 2.1. 2016. IJS delovno poročilo, 12226. [COBISS.SI-ID 30084647]

745. KRANJC, Janez, ORAČ, Roman, PODPEČAN, Vid, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. ClowdFlows : online workflows for distributed big data mining. Future generation computer systems. [Print ed.]. 2017, vol. 68, str. 38-58. ISSN 0167-739X. DOI: 10.1016/j.future.2016.07.018. [COBISS.SI-ID 29851943]

746. VALMARSKA, Anita, MILJKOVIĆ, Dragana, KONITSIOTIS, Spyros, GATSIOS, Dimitros, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. Combining multitask learning and short time series analysis in Parkinson's disease patients stratiscation. V: TEIJE, Annette ten (ur.). Artificial intelligence in medicine : 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21-24, 2017 : proceedings. Cham: Springer, 2017. Lnai 10259, str. 116-125. Lecture notes in artificial intelligence, LNAI 10259. ISBN 978-3-319-59758-4. ISSN 0302-9743. [COBISS.SI-ID 30673447]

747. GAMBERGER, Dragan, ŽENKO, Bernard, LAVRAČ, Nada. Exploratory clustering for patient subpopulatin discovery. V: RANDELL, Rebeca (ur.). Informatics for health : connected citizen-led wellness and population health. Amsterdam: IOS Press, 2017. Vol. 235, str. 101-105. Studies in health technology and informatics, vol. 235. ISBN 978-1-61499-752-8, ISBN 978-1-61499-753-5. ISSN 0926-9630. [COBISS.SI-ID 33008935]

748. 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]

749. LAVRAČ, Nada. From relational to semantic data mining : presented at 16th International Semantic Web Conference ISWC-2017, October 24, 2017, Vienna, Austria. [COBISS.SI-ID 30895399]

750. ŠKRJANEC, Iza. Gender-based analysis of Slovene user-generated content : master thesis = Analiza slovenskih spletnih uporabniških vsebin z vidika spola : magistrsko delo. Ljubljana: [I. Škrjanec], 2017. XVII, 77 str., ilustr. [COBISS.SI-ID 30754343]

751. ŠKVORC, Tadej. Gručenje z omejitvami na podlagi besedil in grafov pri razporejanju akademskih člankov : magistrsko delo : magistrski program druge stopnje Računalništvo in informatika. Ljubljana: [T. Škvorc], 2017. 63 str., ilustr. http://eprints.fri.uni-lj.si/3921/. [COBISS.SI-ID 1537528259]

752. KRALJ, Jan. Heterogeneous information network analysis for semantic data mining : doctoral dissertation = Analiza heterogenih informacijskih omrežij za semantično rudarjenje podatkov = doktorska disertacija. Ljubljana: [J. Kralj], 2017. XXIII, 107 str., ilustr. [COBISS.SI-ID 292862464]

753. GAMBERGER, Dragan, LAVRAČ, Nada, et al. Identification of clusters of rapid and slow decliners among subjects at risk for Alzheimer's disease. Scientific reports. 2017, vol. 7, str. 1-12, ilustr. ISSN 2045-2322. http://dx.doi.org/10.1038/s41598-017-06624-y, Repozitorij Univerze v Novi Gorici - RUNG, DOI: 10.1038/s41598-017-06624-y. [COBISS.SI-ID 4875771]

754. VALMARSKA, Anita, MILJKOVIĆ, Dragana, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. Multi-view approach to Parkinson's disease quality of life data analysis. V: APPICE, Annalisa (ur.). New frontiers in mining complex patterns : 5th International Workshop NFMCP 2016, held in conjunction with ECML-PKDD 2016, Riva del Garda, Italy, September 19, 2016 : revised selected papers. Cham: Springer, 2017. Str. 163-178. ISBN 978-3-31961-461-8, ISBN 3-31961-461-4. [COBISS.SI-ID 30673191]

755. GUBIANI, Donatella, FABBRETTI, Elsa, CESTNIK, Bojan, LAVRAČ, Nada, URBANČIČ, Tanja. Outlier based literature exploration for cross-domain linking of Alzheimer's disease and gut microbiota. Expert systems with applications. [Print ed.]. 2017, vol. 85, str. 386-396, ilustr. ISSN 0957-4174. Repozitorij Univerze v Novi Gorici - RUNG, DOI: 10.1016/j.eswa.2017.05.026. [COBISS.SI-ID 4787451]

756. MARTINC, Matej, PEROVŠEK, Matic, LAVRAČ, Nada, POLLAK, Senja. POS tagger and lemmatizer evaluation : a TextFlows open science approach. V: PAVLIN, Majda (ur.), 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. 40. [COBISS.SI-ID 30458407]

757. KRALJ NOVAK, Petra, LAVRAČ, Nada. Preface. V: KRALJ NOVAK, Petra (ur.). 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. 2. EU project forum. http://ecmlpkdd2017.ijs.si/EUPFabstracts.pdf. [COBISS.SI-ID 30962983]

758. CESTNIK, Bojan, FABBRETTI, Elsa, GUBIANI, Donatella, URBANČIČ, Tanja, LAVRAČ, Nada. Reducing the search space in literature-based discovery by exploring outlier documents : a case study in finding links between gut microbiome and Alzheimer's disease. Genomics and computational biology. 2017, vol. 3, no. 3, str. e58-1-e58-10. ISSN 2365-7154. DOI: 10.18547/gcb.2017.vol3.iss3.e58. [COBISS.SI-ID 30497575]

759. POMPE NOVAK, Maruša, PODPEČAN, Vid, MILJKOVIĆ, Dragana, POLLAK, Senja, CESTNIK, Bojan, LAVRAČ, Nada. Refined vocabulary for cross-context knowledgediscovery in plant immune signalling : Deliverable D3.1a. Ljubljana: Institut Jožef Stefan, 2017. 10 str. Analysis of heterogeneous information networks for knowledge discovery in lifesciences HinLife project, no. J7-7303. [COBISS.SI-ID 32171815]

760. VALMARSKA, Anita, LAVRAČ, Nada, FÜRNKRANZ, Johannes, ROBNIK ŠIKONJA, Marko. Refinement and selection heuristics in subgroup discovery and classification rule learning. Expert systems with applications. [Print ed.]. 2017, vol. 81, str. 147-162. ISSN 0957-4174. DOI: 10.1016/j.eswa.2017.03.041. [COBISS.SI-ID 30400807]

761. LAVRAČ, Nada, MARTINC, Matej, HOVHANNISYAN, Tamara, GALSTYAN, Tigran. Section of applied mathematics and computer science : presented at YSU SSS 4th International Conference dedicated to the 70th Anniversary of YSU SSS, 2-6 October 2017, Yerevan, Armenia. [COBISS.SI-ID 30832167]

762. ŠKRLJ, Blaž, KRALJ, Jan, VAVPETIČ, Anže, LAVRAČ, Nada. Towards automate d background knowledge construction for semantic rule learning. V: PAVLIN, Majda (ur.), 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. 84. [COBISS.SI-ID 30493223]

763. 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]

764. KRANJC, Janez. Web workflows for data mining in the cloud : doctoral dissertation = Spletni delotoki za rudarjenje podatkov v oblaku = doktorska disertacija. Ljubljana: [J. Kranjc], 2017. XIII, 139 str., ilustr. [COBISS.SI-ID 290659584]

765. VALMARSKA, Anita, MILJKOVIĆ, Dragana, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. Analysis of medications change in Parkinson's disease progression data. Journal of intelligent information systems. 2018, vol. 51, no. 2, str. 301-337. ISSN 0925-9902. DOI: 10.1007/s10844-018-0502-y. [COBISS.SI-ID 31283751]

766. PODPEČAN, Vid, RAMŠAK, Živa, LAVRAČ, Nada, GRUDEN, Kristina, MILJKOVIĆ, Dragana. BioMine update at M24 : Deliverable D1.1B22225. 2018. IJS delovno poročilo, 12444. [COBISS.SI-ID 31186471]

767. ŽNIDARŠIČ, Martin, KRANJC, Janez, DUJIČ, Darko, LAVRAČ, Nada. CF-Web: ClowdFlows data and text analytics marketplace on the Web : title of the invention. V: STRES, Špela (ur.), et al. Mednarodna konferenca o prenosu tehnologi - ITTC = International Technology Transfer Conference - ITTC : volume H. Ljubljana: Institut Jožef Stefan, 2018. Str. 21. http://library.ijs.si/Stacks/Proceedings/ITTC/2018/Zbornik%20-%20ITTC.pdf. [COBISS.SI-ID 33071655]

768. ŠKRLJ, Blaž, KRALJ, Jan, VAVPETIČ, Anže, LAVRAČ, Nada. Community-based semantic subgroup discovery. V: APPICE, Annalisa (ur.). New frontiers in mining complex patterns : 6th International Workshop, NFMCP 2017, in conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017 : revised selected papers. Cham: Springer, 2018. Lncs 10785, str. 182-196. Lecture notes in computer science, Lecture notes in artificial intelligence, LNCS 10785. ISBN 978-3-319-78679-7, ISBN 978-3-319-78680-3. ISSN 0302-9743. [COBISS.SI-ID 31643687]

769. ŠKRLJ, Blaž. Complex networks in computational structural biology : master thesis = Kompleksna omrežja v računalniški strukturni biologiji : magistrsko delo. Ljubljana: [B. Škrlj], 2018. XXIII, 85 str., ilustr., načrti. [COBISS.SI-ID 31445287]

770. POLLAK, Senja, WIGGINS, Geraint A., ŽNIDARŠIČ, Martin, LAVRAČ, Nada. Computational creativity in Slovenia. Informatica : an international journal of computing and informatics. [Tiskana izd.]. Mar. 2018, vol. 42, no. 1, str. 69-76. ISSN 0350-5596. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 31347495]

771. PODPEČAN, Vid, LAVRAČ, Nada, WIGGINS, Geraint A., POLLAK, Senja. Conceptualising computational creativity : towards automated historiography of the research field. V: PACHET, François (ur.), JORDANOUS, Anna (ur.), LEÓN, Carlos (ur.). Proceedings of the Ninth International Conference on Computational Creativity, ICCC 2018, 25-29 June, Salamanca. [S. l.]: Association for Computational Creativity, 2018. Str. 288-295. ISBN 978-989-54160-0-4. http://computationalcreativity.net/iccc2018/sites/default/files/iccc_proc18.pdf. [COBISS.SI-ID 31531559]

772. MIHELČIĆ, Matej. Construction and exploration of redescription sets : doctoral dissertation = Gradnja in preiskovanje množic poopisov = doktorska disertacija. Ljubljana: [M. Mihelčić], 2018. XXI, 205 str., ilustr. [COBISS.SI-ID 294817792]

773. VALMARSKA, Anita. Descriptive data mining for Parkinson's disease data analysis : doctoral dissertation = Opisno podatkovno rudarjenje za analizo podatkov o Parkinsonovi bolezni = doktorska disertacija. Ljubljana: [A. Valmarska], 2018. XIX, 143 str., ilustr. [COBISS.SI-ID 295197440]

774. MILJKOVIĆ, Dragana, LAVRAČ, Nada, BOHANEC, Marko, BOSHKOSKA, Biljana Mileva. Discovering dependencies between domains of redox potential and plant defence through triplet extraction and copulas. International journal of intelligent engineering informatics. 2018, vol. 6, no. 1/2, str. 61-77. ISSN 1758-8723. http://www.inderscience.com/info/ingeneral/forthcoming.php?jcode=ijiei, DOI: 10.1504/IJIEI.2018.10012065. [COBISS.SI-ID 2048463379]

775. MIHELAČ, Lorena, WIGGINS, Geraint A., LAVRAČ, Nada, POVH, Janez. Entropy and acceptability : information dynamics and music acceptance. V: PARNCUTT, Richard (ur.), SATTMANN, Sabrina (ur.). Proceedings. Graz: Centre for systematic musicology, University of Graz, 2018. Str. 313-317, ilustr. ISBN 978-3-200-05771-5. https://static.uni-graz.at/fileadmin/veranstaltungen/music-psychology-conference2018/documents/ICMPC15_ESCOM10%20Proceedings.pdf. [COBISS.SI-ID 1646326]

776. LAVRAČ, Nada. From relational to semantic data mining. V: Book of abstracts. Third Bilbao Data Science Workshop, BIDAS 2018, November 8-9, 2018, Bilbao, Spain. [Bilbao]: BCAM = Basque Center for Applied Mathematics, 2018. Stt. 10. [COBISS.SI-ID 31854631]

777. KRALJ, Jan, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. HINMINE : heterogeneous information network mining with information retrieval heuristics. Journal of intelligent information systems. 2018, vol. 50, no. 1, str. 29-61. ISSN 0925-9902. DOI: 10.1007/s10844-017-0444-9. [COBISS.SI-ID 30214439]

778. KRALJ, Jan, LAVRAČ, Nada. Implementing workflows, developed in WP1, in the ClowdFlows development environment. 2.2. Ljubljana: Institut Jožes Stefan, 2018. 4 str., ilustr. Analysis of heterogeneous information networks for knowledge discovery inlifesciences, number J7-7303. [COBISS.SI-ID 32154151]

779. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada, DERMASTIA, Marina. Improving "bois noir" identification with interpretable black box models. V: DERMASTIA, Marina (ur.). 5th European Bois Noir Workshop 2018 : City Hotel, Ljubljana, Slovenia, 18-19 September 2018 : proceedings of the 5th European Bois Noir Workshop. 5th European Bois Noir Workshop, City Hotel, Ljubljana, Slovenia, 18-19 September 2018. Ljubljana: National Institute of Biology, 2018. Str. 1-5. ISBN 978-961-93486-8-0. https://www2.cd-cc.si/Skripte/boisn/BOISNOIR2018/papers/a14.pdf. [COBISS.SI-ID 4799567]

780. ŠKRJANEC, Iza, LAVRAČ, Nada, POLLAK, Senja. Napovedovanje spola slovenskih blogerk in blogerjev. V: FIŠER, Darja (ur.). Viri, orodja in metode za analizo spletne slovenščine. 1. izd. Ljubljana: Znanstvena založba Filozofske fakultete, 2018. Str. 356-373. Zbirka Prevodoslovje in uporabno jezikoslovje. ISBN 978-961-06-0046-6. ISSN 2335-335X. [COBISS.SI-ID 31413031]

781. 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]

782. ŠKRLJ, Blaž, KRALJ, Jan, MARTINC, Matej, LAVRAČ, Nada, POLLAK, Senja. Semantics-aware recurrent neural architectures : presented at 6th International Conference on Statistical Language and Speech Processing, SLSP 2018, Mons, Belgium October 15-16, 2018. [COBISS.SI-ID 31789607]

783. VALMARSKA, Anita, MILJKOVIĆ, Dragana, KONITSIOTIS, Spyros, GATSIOS, Dimitros, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. Symptoms and medications change patterns for Parkinson's disease patients stratification. Artificial intelligence in medicine. [Print ed.]. 2018, vol. 91, str. 82-95. ISSN 0933-3657. DOI: 10.1016/j.artmed.2018.04.010. [COBISS.SI-ID 31422247]

784. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada. Targeted end-to-end knowledge graph decomposition. V: RIGUZZI, Fabrizio (ur.), BELLODI, Elena (ur.), ZESE, Riccardo (ur.). Inductive logic programming : 28th International Conference, ILP 2018 Ferrara, Italy, September 2-4, 2018 : proceedings. Cham: Springer, 2018. Str. 157-171. Lecture notes in computer science, LNCS 11105. ISBN 978-3-319-99959-3, ISBN 978-3-319-99960-9. ISSN 0302-9743. [COBISS.SI-ID 31643431]

785. MARTINC, Matej, ŽNIDARŠIČ, Martin, LAVRAČ, Nada, POLLAK, Senja. Towards creative software blending : computational infrastructure and use cases. Informatica : an international journal of computing and informatics. [Tiskana izd.]. Mar. 2018, vol. 42, no. 1, str. 77-84. ISSN 0350-5596. Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 31347751]

786. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada. Towards end-to-end learning from heterogeneous networks. V: DEŽMAN, Miha (ur.), 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. 34. http://ipssc.mps.si/Proceedings/Proceedings_2018.pdf. [COBISS.SI-ID 31643943]

787. VALMARSKA, Anita, MILJKOVIĆ, Dragana, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. Visualization and analysis of Parkinson's disease status and therapy patterns. V: SOLDATOVA, Larisa N. (ur.). Discovery science : 21st International Conference, DS 2018 Limassol, Cyprus, October 29-31, 2018 : proceedings. Cham: Springer, 2018. Lnai 11198, str. 466-479. 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 31830823]

788. LENARČIČ, Jadran, MIHAILOVIĆ, Dragan, LAVRAČ, Nada, MIKUŽ, Marko. 70 let Instituta Jožef Stefan : RTV Slovenija, radio 1. program, oddaja Studio ob 17h, 25. 3. 2019. [COBISS.SI-ID 32466727]

789. LAVRAČ, Nada, JURŠIČ, Matjaž, SLUBAN, Borut, PEROVŠEK, Matic, POLLAK, Senja, URBANČIČ, Tanja, CESTNIK, Bojan. Bisociative knowledge discovery for cross-domain literature mining. V: VEALE, Tony (ur.), CARDOSO, F. Amílcar (ur.). Computational creativity : the philosophy and engineering of autonomously creative systems. Cham: Springer, 2019. Str. 121-139. Computational synthesis and creative systems. ISBN 978-3-319-43608-1, ISBN 978-3-319-43610-4. ISSN 2509-6575. DOI: 10.1007/978-3-319-43610-4_6. [COBISS.SI-ID 32569639]

790. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada. CBSSD : community-based semantic subgroup discovery. Journal of intelligent information systems. 2019, vol. 53, no. 2, str. 265-304. ISSN 0925-9902. DOI: 10.1007/s10844-019-00545-0. [COBISS.SI-ID 32057639]

791. MARTINS, Pedro, ŽNIDARŠIČ, Martin, LAVRAČ, Nada, et al. Computational creativity infrastructure for online software composition : a conceptual blending use case. IBM journal of research and development. 2019, vol. 63, no. 1, str. 9-1-9-17. ISSN 0018-8646. DOI: 10.1147/JRD.2019.2898417. [COBISS.SI-ID 32311591]

792. PURVER, Matthew, XIAO, Ping, MILJKOVIĆ, Dragana, PODPEČAN, Vid, POLLAK, Senja, KRALJ, Jan, ŽNIDARŠIČ, Martin, BOHANEC, Marko, LAVRAČ, Nada, URBANČIČ, Tanja, et al. Conceptual representations for computational concept creation. ACM computing surveys. [Print ed.]. 2019, vol. 52, no. 1, str. 9-1-9-33. ISSN 0360-0300. DOI: 10.1145/3186729. [COBISS.SI-ID 32156455]

793. VALMARSKA, Anita, MILJKOVIĆ, Dragana, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. Connection between the Parkinson's disease subtypes and patients' symptoms progression. V: RIAÑO, David (ur.), WILK, Szymon (ur.), TEIJE, Annette ten (ur.). Artificial intelligence in medicine : proceedings. Cham: Springer, cop. 2019. Str. 263-268, graf. prikazi. Lecture notes in computer science (Internet), 11526. ISBN 978-3-030-21642-9, ISBN 3-030-21642-X. ISSN 1611-3349. https://link.springer.com/chapter/10.1007/978-3-030-21642-9_32, DOI: 10.1007/978-3-030-21642-9_32. [COBISS.SI-ID 1538259139]

794. KOZJEK, Dominik, VRABIČ, Rok, KRALJ, David, BUTALA, Peter, LAVRAČ, Nada. Data mining for fault diagnostics : a case for plastic injection molding. V: BUTALA, Peter (ur.), GOVEKAR, Edvard (ur.), VRABIČ, Rok (ur.). 52nd CIRP Conference on Manufacturing Systems (CMS), Ljubljana, Slovenia, June 12-14, 2019. Amsterdam: Elsevier, 2019. Vol. 81, f. 809-814, ilustr. Procedia CIRP, vol. 81. ISSN 2212-8271. https://www.sciencedirect.com/science/article/pii/S2212827119305098, Repozitorij Univerze v Ljubljani – RUL, DOI: 10.1016/j.procir.2019.03.204. [COBISS.SI-ID 16687643]

795. GAMBERGER, Dragan, STARE, Tjaša, MILJKOVIĆ, Dragana, GRUDEN, Kristina, LAVRAČ, Nada. Discovery of relevant response in infected potato plants from time series of gene expression data. Machine learning and knowledge extraction. 2019, vol. 1, no. 1, str. 401-413. ISSN 2504-4990. DOI: 10.3390/make1010023. [COBISS.SI-ID 32031015]

796. POLLAK, Senja, MARTINC, Matej, REPAR, Andraž, ŠKRLJ, Blaž, LAVRAČ, Nada, ERŽEN, Nika. EMBEDDIA. D2.3, Initial keyword extraction techniques (T2.2). Ljubljana: Jožef Stefan Institute, 2019. 1 spletni vir (1 datoteka PDF (127 str.)), ilustr. IJS delovno poročilo, 14441, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 160159747]

797. VALMARSKA, Anita, POLLAK, Senja, LAVRAČ, Nada. EMBEDDIA. D8.2, Web-based internal communication tool (e-platform), logo, templates (T8.2). Ljubljana: Jožef Stefan Institute, 2019. 1 spletni vir (1 datoteka PDF (17 str.)), ilustr. IJS delovno poročilo, 14548, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 174911747]

798. LAVRAČ, Nada, VALMARSKA, Anita. EMBEDDIA. D8.4, Risk monitoring and quality assurance guidelines (T8.3). Ljubljana: Jožef Stefan Institute, 2019. 1 spletni vir (1 datoteka PDF (16 str.)), tabele. IJS delovno poročilo, 14556, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 176859139]

799. REPAR, Andraž, PODPEČAN, Vid, VAVPETIČ, Anže, LAVRAČ, Nada, POLLAK, Senja. An ensemble learning approach to bilingual term extraction and alignment. Terminology. 2019, vol. 25, no. 1, str. 93-120. ISSN 1569-9994. https://benjamins.com/catalog/term.00029.rep/fulltext/term.00029.rep.pdf, DOI: 10.1075/term.00029.rep. [COBISS.SI-ID 32570919]

800. PODPEČAN, Vid, RAMŠAK, Živa, GRUDEN, Kristina, TOIVONEN, Hannu, LAVRAČ, Nada. Interactive exploration of heterogeneous biological networks with Biomine Explorer. Bioinformatics. [Print ed.]. 15 Dec. 2019, vol. 35, iss. 24, str. 5385-5388, ilustr. ISSN 1367-4803. DiRROS - Digitalni repozitorij raziskovalnih organizacij Slovenije, DOI: 10.1093/bioinformatics/btz509. [COBISS.SI-ID 5135439]

801. KRALJ, Jan, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. NetSDM : semantic data mining with network analysis. Journal of machine learning research. [Print ed.]. 2019, vol. 20, str. 1-50. ISSN 1532-4435. [COBISS.SI-ID 32260391]

802. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada. Py3plex : a library for scalable multilayer network analysis and visualization. V: CARLUCCI AIELLO, Luigia (ur.). Complex networks & their applications VIII : the 7th International Conference on Complex Networks and their Applications : Proceedings. Vololume 1. Cham: Springer, 2019. Str. 757-768. Studies in computational intelligence, volume 812. ISBN 978-3-030-05410-6, ISBN 978-3-030-05411-3. ISSN 1860-949X. [COBISS.SI-ID 31934247]

803. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada. Py3plex toolkit for visualization and analysis of multilayer networks. Applied network science. 2019, vol. 4, no. 1, str. 94-1-94-24. ISSN 2364-8228. DOI: 10.1007/s41109-019-0203-7. [COBISS.SI-ID 32820007]

804. LAVRAČ, Nada. Relational and semantic data mining : [invited talk]. V: WELZER-DRUŽOVEC, Tatjana (ur.), PODGORELEC, Vili (ur.), KAMIŠALIĆ LATIFIĆ, Aida (ur.). Advances in Databases and Information Systems : 23rd European Conference, ADBIS 2019, Bled, Slovenia, September 8-11, 2019 : proceedings. Cham: Springer, 2019. Str. ix-x. Lecture notes in computer science, LNCI 11695. ISBN 978-3-030-28729-0, ISBN 978-3-030-28730-6. ISSN 0302-9743. [COBISS.SI-ID 32647975]

805. ŠKRLJ, Blaž, LAVRAČ, Nada, KRALJ, Jan. Symbolic graph embedding using frequent pattern mining. V: KRALJ NOVAK, Petra (ur.), ŠMUC, Tomislav (ur.), DŽEROSKI, Sašo (ur.). Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, : proceedings. Cham: Springer, 2019. Lncs 11828, str. 261-275. 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 32809767]

806. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada, POLLAK, Senja. Towards robust text classification with semantics-aware recurrent neural architecture. Machine learning and knowledge extraction. 2019, vol. 1, no. 2, str. 575-589. ISSN 2504-4990. DOI: 10.3390/make1020034. [COBISS.SI-ID 32295975]

807. KOZJEK, Dominik, VRABIČ, Rok, RIHTARŠIČ, Borut, LAVRAČ, Nada, BUTALA, Peter. Advancing manufacturing systems with big-data analytics : a conceptual framework. International journal of computer integrated manufacturing. [Print ed.]. 2020, vol. 33, no. 2, str.169-188, ilustr. ISSN 0951-192X. https://www.tandfonline.com/doi/full/10.1080/0951192X.2020.1718765, Repozitorij Univerze v Ljubljani – RUL, DOI: 10.1080/0951192X.2020.1718765. [COBISS.SI-ID 17034523]

808. ŠKRLJ, Blaž, LAVRAČ, Nada, KRALJ, Jan. Analysis of the effect of size, type and number of background knowledge bases. 2020. IJS delovno poročilo, 13030. [COBISS.SI-ID 13620227]

809. LAVRAČ, Nada, MARTINC, Matej, POLLAK, Senja, POMPE NOVAK, Maruša, CESTNIK, Bojan. Bisociative literature-based discovery : lessons learned and new word embedding approach. New generation computing. 2020, vol. 38, str. 773-800, ilustr. ISSN 0288-3635. http://dx.doi.org/10.1007/s00354-020-00108-w, DiRROS - Digitalni repozitorij raziskovalnih organizacij Slovenije, DOI: 10.1007/s00354-020-00108-w. [COBISS.SI-ID 31844867]

810. LAVRAČ, Nada, MARTINC, Matej, POLLAK, Senja, CESTNIK, Bojan. Bisociative literature-based discovery : lessons learned and new prospects. V: AMÍLCAR CARDOSO, F. (ur.). Proceedings of the Eleventh International Conference on Computational Creativity, ICCC'20, 7-11 Septemper, Coimbra, Portugal. Coimbra: ACC = Association for Computational Creativity, 2020. Str. 139-145. ISBN 978-989-54160-2-8. http://computationalcreativity.net/iccc20/wp-content/uploads/2020/09/ICCC20_Proceedings.pdf. [COBISS.SI-ID 27799555]

811. MARTINC, Matej, ŠKRLJ, Blaž, PIRKMAJER, Sergej, LAVRAČ, Nada, CESTNIK, Bojan, MARZIDOVŠEK, Martin, POLLAK, Senja. COVID-19 therapy target discoverywith context-aware literature mining. V: APPICE, Annalisa (ur.). Discovery Science : 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings. Cham: Springer, 2020. Lncs 12323, str. 109-123. Lecture notes in computer science, 12323. ISBN 978-3-030-61526-0, ISBN 978-3-030-61527-7. ISSN 0302-9743. DOI: 10.1007/978-3-030-61527-7_8. [COBISS.SI-ID 36467203]

812. LAVRAČ, Nada. Data science, machine learning and big data : current trends. V: 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 33250343]

813. MILOSAVLJEVIĆ, Marko, BILJAK GERJEVIČ, Romana, LAVRAČ, Nada. EMBEDDIA — D6.6: Interim report on ethics and responsible science and journalism (T6.5). Ljubljana: Institut "Jožef Stefan", Odsek za tehnologije znanja, 2020. 1 spletni vir (1 datoteka PDF (73 str.)), ilustr. IJS delovno poročilo, 14535. https://www.ijs.si/ijsw/. [COBISS.SI-ID 174681091]

814. ROBNIK ŠIKONJA, Marko, KLEMEN, Matej, MIOK, Kristian, KRSNIK, Luka, ŠKRLJ, Blaž, LAVRAČ, Nada. EMBEDDIA. D1.8, Final deep network architecture (T1.3). Ljubljana: Jožef Stefan Institute, 2020. 1 spletni vir (1 datoteka PDF (147 str.)), ilustr. IJS delovno poročilo, 14437, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 159986947]

815. VALMARSKA, Anita, POLLAK, Senja, ANŽIČ, Tina, LAVRAČ, Nada, MARZIDOVŠEK, Martin, ROBNIK ŠIKONJA, Marko, PURVER, Matthew. EMBEDDIA. D8.5, Mid-term progress and financial report (T8.1). Ljubljana: Jožef Stefan Institute, 2020. 1 spletni vir (1 datoteka PDF (87 str.)), ilustr. IJS delovno poročilo, 14557, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 176861443]

816. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada. Embedding-based Silhouette community detection. Machine learning. [Print ed.]. Nov. 2020, vol. 109, iss. 11, str. 2161-2193, ilustr. ISSN 0885-6125. DOI: 10.1007/s10994-020-05882-8. [COBISS.SI-ID 24468483]

817. ŠKRLJ, Blaž, MARTINC, Matej, KRALJ, Jan, LAVRAČ, Nada, POLLAK, Senja. Evaluation of the SDM-Open framework using benchmark datasets. 2020. IJS delovno poročilo, 13369. [COBISS.SI-ID 39204099]

818. 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]

819. PETRŽELKOVÁ, Nela, ŠKRLJ, Blaž, LAVRAČ, Nada. Knowledge graph aware text classification. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD = Data Mining and Data Warehouses - SiKDD : 5. oktober 2020, 5 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek C = volume C. Ljubljana: Institut "Jožef Stefan", 2020. Str. 13-16. Informacijska družba. ISBN 978-961-264-192-4, ISBN 978-961-264-193-1. ISSN 2630-371X. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2020/IS2020_Volume_C%20-%20SiKDD.pdf. [COBISS.SI-ID 34482947]

820. VALMARSKA, Anita, MILJKOVIĆ, Dragana, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. Multi-view clustering with mvReliefF for Parkinson's disease patients subgroup detection. V: MICHALOWSKI, Martin (ur.), MOSKOVITCH, Robert (ur.). Artificial intelligence in medicine : 18th International Conference on Artificial Intelligence in Medicine, AIME 2020 Minneapolis, MN, USA, August 25-28, 2020 : proceedings. Cham: Springer, cop. 2020. Str. 287-298, ilustr. Lecture notes in computer science (Internet), Lecture notes in artificial intelligence, 12299. ISBN 978-3-030-59137-3. ISSN 1611-3349. https://link.springer.com/chapter/10.1007/978-3-030-59137-3_26, DOI: 10.1007/978-3-030-59137-3_26. [COBISS.SI-ID 30497027]

821. ŠKRLJ, Blaž, KRALJ, Jan, LAVRAČ, Nada, RAMŠAK, Živa, GRUDEN, Kristina. Network based potato gene function prediction from temporal gene expression and knowledge graphs. V: INTEGRAPE 2020, Multi-omics data integration for genotype- phenotype association, Ljubljana 3-5 March, 2020 : book of abstracts. [S. l.: s. n.], 2020. http://www.integrape.eu/images/BOOK_OF_ABSTRACTS.pdf. [COBISS.SI-ID 33248807]

822. LAVRAČ, Nada, ŠKRLJ, Blaž, ROBNIK ŠIKONJA, Marko. Propositionalization and embeddings : two sides of the same coin. Machine learning. [Print ed.]. 2020, vol. 109, no. 7, str. 1465-1507. ISSN 0885-6125. DOI: 10.1007/s10994-020-05890-8. [COBISS.SI-ID 24308739]

823. LAVRAČ, Nada. Propositionalization and embeddings : two sides of the same coin. V: SMiLe, Spring Workshop on Mining and Learning : Titisee, Germany. [S. l.: s. n.], 2020. https://dtai.cs.kuleuven.be/sml/program.php. [COBISS.SI-ID 33153575]

824. LAVRAČ, Nada. Semantic relational learning : presented at KI 2020: Advances in Artificial Intelligence, 43rd German Conference on AI, Bamberg, Germany, September 21-25, 2020. [COBISS.SI-ID 29556995]

825. LAVRAČ, Nada. Semantic relational learning. V: KI2020, 43rd German Conference on Artificial Intelligence, September 21-25, 2020, Bamberg, Germany. https://ki2020.uni-bamberg.de/keynote_speakers.html#lavrac. [COBISS.SI-ID 49524739]

826. MEŽNAR, Sebastian, LAVRAČ, Nada, ŠKRLJ, Blaž. SNoRE : scalable unsupervised learning of symbolic node representations. IEEE access. 2020, vol. 8, str. 212568-212588. ISSN 2169-3536. DOI: 10.1109/ACCESS.2020.3039541. [COBISS.SI-ID 41443587]

827. ŠKRLJ, Blaž, MARTINC, Matej, LAVRAČ, Nada, POLLAK, Senja. autoBOT : evolving neuro-symbolic representations for explainable low resource text classifcation. Machine learning. [Print ed.]. 2021, vol. 110, iss. 4, str. 989–1028, graf. prikazi, tabele. ISSN 0885-6125. DOI: 10.1007/s10994-021-05968-x. [COBISS.SI-ID 60534787]

828. KOKALJ, Enja, ŠKRLJ, Blaž, LAVRAČ, Nada, POLLAK, Senja, ROBNIK ŠIKONJA, Marko. BERT meets Shapley : extending SHAP explanations to transformer-based classifiers. V: TOIVONEN, Hannu (ur.), BOGGIA, Michele (ur.). EACL hackashop on news media content analysis and automated report generation : proceedings. Stroudsburg: Association for Computational Linguistics = ACL. Str. 16-21. ISBN 978-1-954085-13-8. https://www.aclweb.org/anthology/2021.hackashop-1.3.pdf. [COBISS.SI-ID 60348931]

829. ŠKRLJ, Blaž, ERŽEN, Nika, LAVRAČ, Nada, KUNEJ, Tanja, KONC, Janez. CaNDis : a web server for investigation of causal relationships between diseases, drugs, and drug targets. Bioinformatics. [Print ed.]. 1 Sep. 2021, vol. 36, no. 6, str. 885-887, ilustr. ISSN 1367-4803. https://academic.oup.com/bioinformatics/article/37/6/885/5900258, DOI: 10.1093/bioinformatics/btaa762. [COBISS.SI-ID 27212035]

830. DERMASTIA, Marina, ŠKRLJ, Blaž, STRAH, Rebeka, ANŽIČ, Barbara, TOMAŽ, Špela, KRIŽNIK, Maja, SCHÖNHUBER, Christina, RIEDLE-BAUER, Monika, RAMŠAK, Živa, PETEK, Marko, KLADNIK, Aleš, LAVRAČ, Nada, GRUDEN, Kristina, ROITSCH, Thomas, BRADER, Günter, POMPE NOVAK, Maruša. Differential response of grapevine to Infection with ʼCandidatus Phytoplasma solaniʼ in early and late growing season through complex regulation of mRNA and small RNA transcriptomes. International journal of molecular sciences. 1 Apr. 2021, vol. 22, no. 7, str. 3531-1-3531-28. ISSN 1661-6596. https://www.mdpi.com/1422-0067/22/7/3531, Repozitorij Univerze v Ljubljani – RUL. [COBISS.SI-ID 58895619]

831. POLLAK, Senja, ROBNIK ŠIKONJA, Marko, PURVER, Matthew, PRANJIĆ, Marko, ULČAR, Matej, MARTINC, Matej, LAVRAČ, Nada, ŠKRLJ, Blaž, ŽNIDARŠIČ, Martin, PELICON, Andraž, KOLOSKI, Boshko, PODPEČAN, Vid, KRAJNC, Janez, et al. EMBEDDIA Tools, datasets and challenges : resources and hackathon contributions. V: TOIVONEN, Hannu (ur.), BOGGIA, Michele (ur.). EACL hackashop on news media content analysis and automated report generation : proceedings. Stroudsburg: Association for Computational Linguistics = ACL. Str. 99-109. ISBN 978-1-954085-13-8. https://www.aclweb.org/anthology/2021.hackashop-1.14.pdf. [COBISS.SI-ID 60365571]

832. ŠKRLJ, Blaž, POMPE NOVAK, Maruša, BRADER, Günter, ANŽIČ, Barbara, RAMŠAK, Živa, GRUDEN, Kristina, KRALJ, Jan, KLADNIK, Aleš, LAVRAČ, Nada, ROITSCH, Thomas, DERMASTIA, Marina. New cross-talks between pathways involved in grapevine infection with ʼCandidatus Phytoplasma solaniʼ revealed by temporal network modelling. Plants. Apr. 2021, vol. 10, iss. 4, str. 646-1- 646-18, ilustr. ISSN 2223-7747. https://www.mdpi.com/2223-7747/10/4/646, Repozitorij Univerze v Ljubljani – RUL, DOI: 10.3390/plants10040646. [COBISS.SI-ID 58899971]

833. MEŽNAR, Sebastian, LAVRAČ, Nada, ŠKRLJ, Blaž. Prediction of the effects of epidemic spreading with graph neural networks. V: ROSSI, Benito (ur.). Complex Networks and Their Applications IX. Vol. 1 : Proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020. Cham: Springer, 2021. Str. 420-431. Studies in computational intelligence, Vol. 943. ISBN 978-3-030-65346-0, ISBN 978-3-030-65347-7. ISSN 1860-949X. https://link.springer.com/chapter/10.1007/978-3-030-65347-7_35. [COBISS.SI-ID 46771715]

834. ŠKRLJ, Blaž, JUKIČ, Marko, ERŽEN, Nika, POLLAK, Senja, LAVRAČ, Nada. Priorization of COVID-19-related via unsupervised keyphrase extraction and document representation learning. V: SOARES, Carlos (ur.), TORGO, Luís (ur.). Discovery Science : 24th International Conference, DS 2021, Halifax, Canada, October 11-13, 2021 : proceedings. Cham: Springer, 2021. Str. 204-217. Lecture notes in computer science, LNCS 12986. ISBN 978-3-030-88941-8, ISBN 978-3-030-88942-5. ISSN 0302-9743. [COBISS.SI-ID 80347139]

835. ATZMUELLER, Martin (urednik), LAVRAČ, Nada (urednik), COLAJANNI, Michelle (urednik). Proceedings of the Workshop on Semantic Data Mining (SEDAMI), 2021 co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), August 20, 2021. [S. l.]: CEUR-WS, 2021. 1 spletni vir ( 1 PDFdatoteka (65 str.)), ilustr. CEUR workshop proceedings, vol. 3032. ISSN 1613-0073. http://ceur-ws.org/Vol-3032/. [COBISS.SI-ID 89809667]

836. ŠKRLJ, Blaž, KOKALJ, Enja, LAVRAČ, Nada. PubMed-scale chemical concept embeddings reconstruct physical protein interaction networks. Frontiers in research metrics and analytics. 2021, vol. 6, str. 644614-1-644614-11. ISSN 2504-0537. DOI: 10.3389/frma.2021.644614. [COBISS.SI-ID 59289859]

837. LAVRAČ, Nada, PODPEČAN, Vid, ROBNIK ŠIKONJA, Marko. Representation learning : propositionalization and embeddings. Cham: Springer, cop. 2021. XVI, 163 str., ilustr. ISBN 978-3-030-68816-5, ISBN 3-030-68816-X. https://doi.org/10.1007/978-3-030-68817-2. [COBISS.SI-ID 75134979]

838. LAVRAČ, Nada, PODPEČAN, Vid, ROBNIK ŠIKONJA, Marko. Representation learning : propositionalization and embeddings. Cham: Springer, cop. 2021. 1 spletni vir (več datotek PDF (XVI, 163 str.)), ilustr. ISBN 978-3-030-68817-2. https://link.springer.com/book/10.1007/978-3-030-68817-2, DOI: 10.1007/978-3-030-68817-2. [COBISS.SI-ID 71441923]

839. POLLAK, Senja, PODPEČAN, Vid, KRANJC, Janez, LESJAK, Borut, LAVRAČ, Nada. Scientific question generation : pattern-based and graph-based RoboCHAIR methods. V: GÓMEZ DE SILVA GARZA, Andrés (ur.). Proceedings of the Twelfth International Conference on Computational Creativity, ICCC'21 virtual Meeting, September 14-18, 2021, Mexico. Cuajimalpa: Association for Computational Creativity = ACC, 2021. Str. 140-148. ISBN 978-989-54160-3-5. https://computationalcreativity.net/iccc21/wp-content/uploads/2021/09/ICCC_2021_paper_54.pdf. [COBISS.SI-ID 76896515]

840. STEPIŠNIK PERDIH, Timen, LAVRAČ, Nada, ŠKRLJ, Blaž. Semantic reasoning from model-agnostic explanations. V: 2021 IEEE 19th World Symposium on Applied Machine Intelligence and Informatics (SAMI) : on-line conference. Str. 105-110. ISBN 978-1-7281-8052-6. https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9378668. [COBISS.SI-ID 57017859]

841. VALMARSKA, Anita, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. Stratification of Parkinson's disease patients via multi-view clustering. V: TUCKER, Allan (ur.), et al. Artificial intelligence in medicine : 19th International Conference on Artificial Intelligence in Medicine, AIME 2021 Virtual Event, June 15-18, 2021 : proceedings. Cham: Springer, cop. 2021. Str. 229-239, ilustr. Lecture notes in computer science (Internet, Lecture notes in artificial intelligence, 12721. ISBN 978-3-030-77210-9, ISBN 978-3-030-77211-6. ISSN 1611-3349. https://link.springer.com/chapter/10.1007/978-3-030-77211-6_25, DOI: 10.1007/978-3-030-77211-6_25. [COBISS.SI-ID 68818179]

842. ŠKRLJ, Blaž, MARTINC, Matej, KRALJ, Jan, LAVRAČ, Nada, POLLAK, Senja. tax2vec : constructing interpretable features from taxonomies for short text classification. Computer speech & language. 2021, vol. 65, str. 101104-1-101104-21. ISSN 0885-2308. DOI: 10.1016/j.csl.2020.101104. [COBISS.SI-ID 15627779]

843. ŠKRLJ, Blaž, LAVRAČ, Nada. Towards explainable relational boosting via propositionalization. V: ATZMUELLER, Martin (ur.), LAVRAČ, Nada (ur.), COLAJANNI, Michelle (ur.). Proceedings of the Workshop on Semantic Data Mining (SEDAMI), 2021 co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), August 20, 2021. [S. l.]: CEUR-WS, 2021. 12 str. CEUR workshop proceedings, vol. 3032. ISSN 1613-0073. http://ceur-ws.org/Vol-3032/SEDAMI2021-Paper3-BlazSkrlj.pdf. [COBISS.SI-ID 89809923]

844. MEŽNAR, Sebastian, LAVRAČ, Nada, ŠKRLJ, Blaž. Transfer learning for node regression applied to spreading prediction. Complex systems. 2021, vol. 30, no. 4, str. 457-481. ISSN 0891-2513. DOI: 10.25088/ComplexSystems.30.4.457. [COBISS.SI-ID 90483971]

845. LAVRAČ, Nada (intervjuvanec). Črne škatle umetne inteligence ne moreš imeti za pomoč pri razširjanju obzorij, zelo pa pomaga pri natančnem napovedovanju in klasifikaciji : RTV Slovenija, Radio 1, oddaja Podobe znanja, 3. 4. 2023. Ljubljana: RTV Slovenija, 2021. https://365.rtvslo.si/arhiv/podobe-znanja/174946849. [COBISS.SI-ID 147651843]

846. ŠKRLJ, Blaž, KRALJ, Jan, KONC, Janez, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. Deep node ranking for neuro-symbolic structural node embedding and classification. International journal of intelligent systems. [Print ed.]. 2022, vol. 37, iss. 1, str. 914-943, ilustr. ISSN 0884-8173. https://onlinelibrary.wiley.com/doi/epdf/10.1002/int.22651, DOI: 10.1002/int.22651. [COBISS.SI-ID 76272131]

847. VALMARSKA, Anita, POLLAK, Senja, PURVER, Matthew, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. EMBEDDIA. D8.6, Final progress and financial report (T8.1). Ljubljana: Jožef Stefan Institute, 2022. 1 spletni vir (1 datoteka PDF (102 str.)), ilustr. IJS delovno poročilo, 14558, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 176864259]

848. LAVRAČ, Nada, VALMARSKA, Anita. EMBEDDIA. D8.8, Final risk monitoring and quality assurance report (T8.3). Ljubljana: Jožef Stefan Institute, 2022. 1 spletni vir (1 datoteka PDF (19 str.)), ilustr. IJS delovno poročilo, 14560, zaupno. https://www.ijs.si/ijsw/. [COBISS.SI-ID 176872451]

849. ŠKVORC, Tadej, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. NeSyChair : automatic conference scheduling combining neuro-symbolic representations and constrained clustering. IEEE access. 2022, vol. 10, str. 10880-10897, ilustr. ISSN 2169-3536. https://ieeexplore.ieee.org/document/9689061, DOI: 10.1109/ACCESS.2022.3144932. [COBISS.SI-ID 95994371]

850. MEŽNAR, Sebastian, ŠKRLJ, Blaž, LAVRAČ, Nada. Node embedding with SNoRe. V: NOVAK, Rok (ur.), et al. 14. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana = 14th Jožef Stefan International Postgraduate School Students' Conference : knjiga povzetkov = book of abstracts : 1. - 3. junij 2022, Kamnik, Slovenia = 1st - 3rd June, 2022, Kamnik, Slovenia. 14. študentska konferenca Mednarodne podiplomske šole Jožefa Stefana, 1. - 3. junij 2022, Kamnik, Slovenia = 14th Jožef Stefan International Postgraduate School Students' Conference, 1st - 3rd June, 2022, Kamnik, Slovenia. Ljubljana: Jožef Stefan Institute: Jožef Stefan International Postgraduate School, 2022. Str. 59. http://ipssc.mps.si/Book_of_Abstracts.pdf. [COBISS.SI-ID 139179011]

851. MEŽNAR, Sebastian, BEVEC, Matej, LAVRAČ, Nada, ŠKRLJ, Blaž. Ontology completion with graph-based machine learning : a comprehensive evaluation. Machine learning and knowledge extraction. Dec. 2022, vol. 4, iss. 4, str. 1107-1123, ilustr. ISSN 2504-4990. https://www.mdpi.com/2504-4990/4/4/56/pdf?version=1669882603, DOI: 10.3390/make4040056. [COBISS.SI-ID 132322307]

852. PRANJIĆ, Marko, HONG HANH, Tran Thi, KOLOSKI, Boshko, PELICON, Andraž, LAVRAČ, Nada, PURVER, Matthew, POLLAK, Senja. Prototype solutions for Kliping data sentiment analysis, keyword extraction, and document clustering : final technical project report by JSI. Ljubljana: Institut "Jožef Stefan", 2022. 1 USB-ključ (1 datoteka PDF (38 str.)), tabele. IJS delovno poročilo, 14223. [COBISS.SI-ID 134343427]

853. ŠKRLJ, Blaž, DŽEROSKI, Sašo, LAVRAČ, Nada, PETKOVIĆ, Matej. ReliefE : feature ranking in high dimensional spaces via manifold embeddings. Machine learning. [Print ed.]. 2022, vol. 111, no. 11, str. 273-317. ISSN 0885-6125. DOI: 10.1007/s10994-021-05998-5. [COBISS.SI-ID 94562307]

854. ŠKRLJ, Blaž. Scalable neuro-symbolic machine learning : doctoral dissertation = Učinkovito nevro-simbolno strojno učenje = doktorska disertacija. Ljubljana: [B. Škrlj], 2022. XIV, 241 str., ilustr. [COBISS.SI-ID 99137027]

855. MIHELAČ, Lorena. Computational modelling of information dynamics in children’s melody perception : doctoral dissertation = Računalniško modeliranje informacijske dinamike v zaznavanju otroških melodij : doktorska disertacija. Ljubljana: [L. Mihelač], 2023. XXI, 135 str., ilustr. [COBISS.SI-ID 159292419]

856. KOLOSKI, Boshko, PRANJIĆ, Marko, LAVRAČ, Nada, ŠKRLJ, Blaž, POLLAK, Senja. Inducing document representations from graphs : a blueprint. V: The first tiny papers track at ICLR 2023 : tiny papers @ ICLR 2023 : Kigali, Rwanda, May 5 2023. [S. l.: s. n., 2023]. Str. 1-5, ilustr. https://openreview.net/pdf?id=2rp3guEM3A. [COBISS.SI-ID 160533763]

857. KOLOSKI, Boshko, LAVRAČ, Nada, POLLAK, Senja, ŠKRLJ, Blaž. Latent Graph Powered Semi-Supervised Learning: Experiments on Biomedical Tabular Data : presentation at3rd International Joint Conference on Learning & Reasoning (IJCLR) Bari, Italy, 13-15 November 2023. 2023. [COBISS.SI-ID 193910787]

858. LAVRAČ, Nada. Learning representations for relational learning and literature-based discovery : keynote speech, 21st International Conference on Artificial Intelligence in Medicine, AIME 2023 Portorož, Slovenia, June 12–15, 2023. https://aime23.aimedicine.info/index.php/program2/keynote-speakers-2. [COBISS.SI-ID 156515587]

859. OLIVER, Nuria, SCHÖLKOPF, Bernhard, D'ALCHÉ-BUC, Florence, LAVRAČ, Nada, CESA-BIANCHI, Nicolò, HOCHREITER, Sepp, BELONGIE, Serge. Let’s focus on AI’s tangible risks rather than speculating about its potential to pose an existential threat : online TheConversation Europe, Academic rigour, journalistic flair. https://theconversation.com/lets-focus-on-ais-tangible-risks-rather-than-speculating-about-its-potential-to-pose-an-existential-threat-207842. [COBISS.SI-ID 156710659]

860. ŠKRLJ, Blaž, BEVEC, Matej, LAVRAČ, Nada. Multimodal AutoML via representation evolution. Machine learning and knowledge extraction. Mar. 2023, iss. 1, vol. 5, str. 1-13, ilustr. ISSN 2504-4990. https://www.mdpi.com/2504-4990/5/1/1, DOI: 10.3390/make5010001. [COBISS.SI-ID 166444803]

861. KOLOSKI, Boshko, ŠKRLJ, Blaž, LAVRAČ, Nada, POLLAK, Senja. Reconstruct to retrieve : identifying interesting news in a cross-lingual setting. V: BREITHOLZ, Ellen (ur.), et al. LSD 2023 : proceedings of the 2023 CLASP Conference on Learning with Small Data : Gothenburg and online, 11-12 September 2023. [Stroudsburg]: The Association for Computational Linguistics, cop. 2023. Str. 81-89, ilustr. CLASP papers in computational linguistics, vol. 5, CLASP conference proceedings, vol. 2. ISBN 979-8-89176-000-4. ISSN 2002-9764. https://aclanthology.org/2023.clasp-1.10.pdf. [COBISS.SI-ID 165205763]

862. LAVRAČ, Nada, POLLAK, Senja. Selected techniques for relational and text data analysis : invited talk, Institute of Informatics & Telecommunications, NCSR Democritos, Athens, Greece. https://www.iit.demokritos.gr/newsevents/talk-selected-techniques-for-relational-text-data-analysis-skel-the-ai-lab/. [COBISS.SI-ID 147648515]

863. LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. Strojno učenje iz relacijskih in tekstovnih podatkov : predstavljeno na 31. Dnevih Jožefa Stefana na IJS dne 23.3. 2023, Ljubljana, Slovenija. https://dnevi.ijs.si/fotografije-23-marec/. [COBISS.SI-ID 147650051]

864. DERMASTIA, Marina, ŠKRLJ, Blaž, VALMARSKA, Anita, STRAH, Rebeka, POMPE NOVAK, Maruša, ANŽIČ, Barbara, TOMAŽ, Špela, KRIŽNIK, Maja, PETEK, Marko, KLADNIK, Aleš, LAVRAČ, Nada, GRUDEN, Kristina, et al. Understanding interactions of ‘Candidatus Phytoplasma solani’ with grapevine through the lens of complex networks. Phytopathogenic mollicutes. Jun. 2023, vol. 13, iss. 1, str. 9-10. ISSN 2249-4669. http://dx.doi.org/10.5958/2249-4677.2023.00005.1, DOI: 10.5958/2249-4677.2023.00005.1. [COBISS.SI-ID 155068931]

865. PETKOVIĆ, Matej, ŠKRLJ, Blaž, LAVRAČ, Nada, DŽEROSKI, Sašo, STRLE, Franc, RADŠEL, Peter, BRESKVAR, Martin. Using machine learning to triage patients during the first Slovenian COVID-19 wave. 2023. IJS delovno poročilo, 14287. [COBISS.SI-ID 141050883]

866. KOLOSKI, Boshko, LAVRAČ, Nada, CESTNIK, Bojan, POLLAK, Senja, ŠKRLJ, Blaž, KASTRIN, Andrej. AHAM : adapt, help, ask, model harvesting LLMs for literature mining. V: MILIOU, Ioanna (ur.). Advances in Intelligent Data Analysis XXII : 22nd International Symposium on Intelligent Data Analysis, IDA 2024 : Stockholm, Sweden, April 24–26, 2024 : proceedings, part I. Cham: Springer Nature, cop. 2024. Str. 254–265, ilustr. Lecture notes in computer science (Internet), 14641. ISBN 978-3-031-58547-0. ISSN 0302-9743. https://link.springer.com/chapter/10.1007/978-3-031-58547-0_21. [COBISS.SI-ID 193861891]

867. SWATI, Swati. Bias prediction in multilingual news reporting : doctoral dissertation = Napovedovanje pristranskosti v večjezičnem poročanju novic : doktorska disertacija. Ljubljana: [S. Swati], 2024. XXIII, 79 str., ilustr. [COBISS.SI-ID 209222147]

868. KOLOSKI, Boshko, MARTINC, Matej, LAVRAČ, Nada, POLLAK, Senja. Embeddings-based techniques for Media Monitoring Applications (EMMA). WP1, Keyword extraction and topic categorization. Deliverable D1.1 (M10), Target detection system. [Ljubljana: Jožef Stefan Institute], 2024. 1 USB-ključ (1 datoteka PDF (18 str.)), ilustr. IJS delovno poročilo, 14785, zaupno. [COBISS.SI-ID 203849219]

869. ANDRENŠEK, Luka, KOLOSKI, Boshko, PELICON, Andraž, LAVRAČ, Nada, POLLAK, Senja, PURVER, Matthew. Embeddings-based techniques for Media Monitoring Applications (EMMA). WP2, Sentiment analysis. Deliverable D2.1 (technical report), System for document-based sentiment. Ljubljana: Institut Jožef Stefan, Odsek za tehnologije znanja, 2024. 1 USB-ključ (1 datoteka PDF (21 str.)), ilustr. IJS delovno poročilo, 14800, zaupno. [COBISS.SI-ID 210412803]

870. MARZIDOVŠEK, Martin. Explainable machine learning techniques for applications in life sciences : doctoral dissertation = Razložljive tehnike strojnega učenja v znanostih o življenju : doktorska disertacija. Ljubljana: [M. Marzidovšek], 2024. XVII, 83 str., ilustr. [COBISS.SI-ID 213564931]

871. KOLOSKI, Boshko, POLLAK, Senja, WIGGINS, Geraint A., LAVRAČ, Nada. Generative AI for computational creativity conceptualization. V: ARHAR HOLDT, Špela (ur.), ERJAVEC, Tomaž (ur.). Jezikovne tehnologije in digitalna humanistika : zbornik konference : 19.-20. september 2024, Ljubljana, Slovenija = Language technologies and digital humanities : proceedings of the conference : 19-20 September 2024, Ljubljana, Slovenia. 1. izd. Ljubljana: Inštitut za novejšo zgodovino: = Institute of Contemporary History, 2024. Str. 166-185, ilustr. ISBN 978-961-7104-40-0. https://www.sdjt.si/wp/wp-content/uploads/2024/09/JT-DH_2024_Koloski_Pollak_Wiggins_Lavrac.pdf. [COBISS.SI-ID 216535811]

872. KOLOSKI, Boshko, LAVRAČ, Nada, ŠKRLJ, Blaž. HorNets : learning from discrete and continuous signals with routing neural networks : Asian Conference of Machine Learning (ACML) 2024, Ha Noi, Vietnam, 5. 12. 2024. [COBISS.SI-ID 218803971]

873. LAVRAČ, Nada. Learning representations for relational learning and literature-based discovery : ELLIS Workshop on Semantic, Symbolic and Interpretable Machine Learning, June 28, 2024, Helsinki. [COBISS.SI-ID 200222211]

874. STRAH, Rebeka, ZAGORŠČAK, Maja, KRIŽNIK, Maja, RAMŠAK, Živa, TOMAŽ, Špela, COLL RIUS, Anna, DUŠAK, Barbara, ANŽIČ, Barbara, ČEPIN, Timotej, PETEK, Marko, KLADNIK, Aleš, ŠKRLJ, Blaž, LAVRAČ, Nada, LUKAN, Tjaša, GRUDEN, Kristina, POMPE NOVAK, Maruša, DERMASTIA, Marina, et al. Multi-level exploration of interactions between ‘Ca. P. solani’ and grapevine. V: EVEILLARD, Sandrine (ur.). Proceedings of the 6th European Bois Noir Workshop [and] 1st International Pro-AECOGY Conference : Towards the Prophylactic and Agroecological Control of grapevine yellows : 14-16 May 2024, Bordeaux, France. 6th European Bois Noir Workshop and 1st International Pro-AECOGY Conference, Towards the Prophylactic and Agroecological Control of grapevine yellows, 14-16 May 2024, Bordeaux, France. [S. l.: s. n., 2024]. Str. 50-51. https://boisnoirwkshop.sciencesconf.org/data/pages/Proceedings_Sixth_European_Bois_noir_worksho_First_International_Pro_AECOGY_Conference_2025.pdf. [COBISS.SI-ID 204470275]

875. JELENČIČ, Jakob. Smart denoising for recurrent neural network optimization : doctoral dissertation = Pametno razšumljanje pri optimizaciji povratnih nevronskih mrež : doktorska disertacija. Ljubljana: [J. Jelenčič], 2024. XXI, 59 str., ilustr. [COBISS.SI-ID 218003203]

876. MARTINC, Matej, PEROVŠEK, Matic, LAVRAČ, Nada, POLLAK, Senja. Textflows : an open science NLP evaluation approach. Language resources and evaluation. [in press] 2024. ISSN 1574-020X. DOI: 10.1007/s10579-024-09793-1. [COBISS.SI-ID 218254851]

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882. Machine learning. LAVRAČ, Nada (član uredniškega odbora 2001-). [Print ed.]. Norwell (MA); Dordrecht: Kluwer Academic Publishers, 1986-. ISSN 0885-6125. [COBISS.SI-ID 2623527]

883. New generation computing. LAVRAČ, Nada (član uredniškega odbora 1997-). Tokyo: Ohmsha: Springer-Verlag. ISSN 0288-3635. [COBISS.SI-ID 26018560]

Nada Lavrač

Osebna bibliografija za obdobje 1978-2025

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