Odsek za tehnologije znanja (E8)

ČLANKI IN DRUGI SESTAVNI DELI

1.01 Izvirni znanstveni članek

2. Marko Bohanec, Jérôme Cortet, Bryan Griffiths, Martin Žnidaršič, Marko Debeljak, Sandra Caul, Jacqueline Thompson, Paul Henning Krogh, "A qualitative multi-attribute model for assessing the impact of cropping systems on soil quality", Pedobiologia, vol. 51, no. 3, str. 239-250, 2007. [COBISS.SI-ID 20965159]

3. Will Bridewell, Pat Langley, Ljupčo Todorovski, Sašo Džeroski, "Inductive process modeling", Mach. learn., 8 str., [in press]2007, http://dx.doi.org/10.1007/s10994-007-5042-6. [COBISS.SI-ID 21312295]

4. Jérôme Cortet, Marko Bohanec, Damjan Demšar, (12 avtorjev), "Evaluation of effects of transgenic Bt maize on microarthropods in a European multi-site experiment", Pedobiologia, vol. 51, no. 3, str. 207-218, 2007. [COBISS.SI-ID 20964391]

5. Marko Debeljak, Jérôme Cortet, Damjan Demšar, Paul Henning Krogh, Damjan Demšar, Sašo Džeroski, "Hierarchical clasiffication on environmental factors and agricultural practices affecting soil fauna under cropping systems using By maize", Pedobiologia, vol. 51, no. 3, str. 229-238, 2007. [COBISS.SI-ID 20964903]

6. Dragan Gamberger, Nada Lavrač, Antonija Krstačić, "Clinical data analysis based on iterative subgroup discovery : experiments in brain ischaemia data analysis", Appl. intell. (Boston), vol. 27, no. 3, str. 205-217, 2007. [COBISS.SI-ID 21245223]

7. Matjaž Hren, Jana Boben, Ana Rotter, Petra Kralj, Kristina Gruden, Maja Ravnikar, "Real-time PCR detection systems for Flavescence dorée and Bois noir phytoplasmas in grapevine : comparision with conventional PCR detection and application in diagnostics", Plant Pathol., vol. 56, str. 785-796, 2007. [COBISS.SI-ID 1773135]

8. Andrej Kobler, Norbert Pfeifer, Peter Ogrinc, Ljupčo Todorovski, Krištof Oštir, Sašo Džeroski, "Repetitive interpolation : a robust algorithm for DTM generation from Aerial Laser Scanner Data in forested terrain", Remote sens. environ., vol. 108, iss. 1, str. 9-23, 2007, http://dx.doi.org/10.1016/j.rse.2006.10.013. [COBISS.SI-ID 1851814]

9. Paul Henning Krogh, et al. (12 avtorjev), "Responses by earthworms to reduced tillage in herbicide tolerant maize and Bt maize cropping systems", Pedobiologia, vol. 51, no. 3, str. 219-227, 2007. [COBISS.SI-ID 20964647]

10. Nada Lavrač, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Marko Debeljak, Andrej Kobler, "Data mining and visualization for decision support and modeling of public health-care resources", Journal of biomedical informatics, vol.40, no. 4, str. 438-447, 2007. [COBISS.SI-ID 20957479]

11. Nada Lavrač, Peter Ljubič, Tanja Urbančič, Gregor Papa, Mitja Jermol, Stefan Bollhalter, "Trust modeling for networked organizations using reputation and collaboration estimates", IEEE trans. syst. man cybern., Part C Appl. rev., vol. 37, no. 3, str. 429-439, maj 2007. [COBISS.SI-ID 645883]

12. Ingrid Petrič, Tanja Urbančič, Bojan Cestnik, "Discovering hidden knowledge from biomedical literature", Informatica (Ljublj.), vol. 31, no. 1, str. 15-20, 2007. [COBISS.SI-ID 634875]

13. Joël Plisson, Peter Ljubič, Igor Mozetič, Nada Lavrač, "An ontology for virtual organization breeding environments", IEEE trans. syst. man cybern., Part C Appl. rev., vol. 37, no. 6, str. 1327-1341, 2007. [COBISS.SI-ID 21211943]

14. Sara Scatasta, Justus Wesseler, Matty Demont, Marko Bohanec, Sašo Džeroski, Martin Žnidaršič, "Multi-attribute modelling of economics and ecological impacts of agricultural innovations on cropping systems", Journal of systemics, cybernetics and informatics, vol. 4, no. 2, str. 52-59, 2007. [COBISS.SI-ID 20389159]

15. Katerina Taškova, Daniela Stojanova, Marko Bohanec, Sašo Džeroski, "A qualitative decision-support model for evaluating researchers", Informatica (Ljublj.), vol. 31, no. 4, str. 479-486, 2007. [COBISS.SI-ID 21383463]

16. Martin Žnidaršič, Marko Bohanec, "Automatic revision of qualitative multi-attribute decision models", Fund. Computing Decis. Sci., vol. 32, no. 4, str. 315-326, 2007. [COBISS.SI-ID 21465127]

17. Martin Žnidaršič, Marko Bohanec, Blaž Zupan, "Modelling impacts of cropping systems: demands and solutions for DEX methodology", Eur. J. oper. res., vol. 189, no. 3, str. 594-608, 2008. [COBISS.SI-ID 21318439]

1.04 Strokovni članek

1.05 Poljudni članek

2. Dunja Mladenić, "Težko se je vrniti po letu dni : zakaj se v znanosti ne zaposluje več žensk?", Delo (Ljubl.), letn. 49, št. 251, str. 21, 30.10.2007. [COBISS.SI-ID 21185319]

1.06 Objavljeni znanstveni prispevek na konferenci (vabljeno predavanje)

1.08 Objavljeni znanstveni prispevek na konferenci

2. Annalisa Appice, Sašo Džeroski, "Inducing multi-target model trees in a stepwise fashion", V: SEBD 2007 : proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, Torre Canne di Fasano, Italy, 17-20 June, 2007, Michelangelo Ceci, ur., Donato Malerba, ur., Letizia Tanca, ur., Bari, Università degli Studi, Dipartimento di Informatica, 2007, str. 16-27. [COBISS.SI-ID 20977703]

3. Abhijit Bhole, Blaž Fortuna, Marko Grobelnik, Dunja Mladenić, "Mining Wikipedia and relating named entities over time", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 177-180. [COBISS.SI-ID 21224743]

4. Iztok Bizjak, Marko Bohanec, "Izbor analitičnih metod za raziskave turističnega trga", V: Z informatiko do novih poslovnih priložnosti : zbornik posvetovanja, Dnevi slovenske informatike, Portorož, 11.-13. april 2007, Aleksander Novaković, ur., Marko Bajec, ur., Jasna Poženel, ur., Mojca Indihar Štemberger, ur., Ljubljana, Slovensko društvo Informatika, 2007, 10 str. [COBISS.SI-ID 20701223]

5. Marko Bohanec, "DEXiTree : a program for pretty drawing of trees", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 7-10. [COBISS.SI-ID 21128999]

6. Marko Bohanec, Antoine Messean, Frédérique Angevin, Martin Žnidaršič, "SMAC advisor : a decision-support tool on maize co-existence", V: Book of abstracts, GMCC'07, Third International Conference on Coexistence between Genetically Modified (GM) an non-GM based Agricultural Supply Chains, Seville, Spain, 20th-21st November 2007, Luxembourg, European Commission, 2007, str. 119-122. [COBISS.SI-ID 21258535]

7. Damjan Bojadžiev, "Kot z očesom in vidnim poljem (5.633)", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 297-298. [COBISS.SI-ID 21227815]

8. Janez Brank, Dunja Mladenić, Marko Grobelnik, "Predicting the addition of new concepts in a topic hierarchy", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 181-185. [COBISS.SI-ID 21225255]

9. Luis Camarinha-Matos, Ana Inês Oliveira, Roberto Ratti, Damjan Demšar, Fabiano Baldo, Toni Jarimo, "A computer-assisted VO creation framework", 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, (IFIP International federation for information processing, vol. 243), New York, International federatin for Information Processing, Springer, 2007, str. 165-178. [COBISS.SI-ID 21220391]

10. Darko Čerepnalkovski, Sašo Džeroski, Katerina Taškova, Ljupčo Todorovski, "Learning generic models of dynamic systems", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 186-189. [COBISS.SI-ID 21135143]

11. Damjan Demšar, Igor Mozetič, Nada Lavrač, "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, (IFIP International federation for information processing, vol. 243), New York, International federatin for Information Processing, Springer, 2007, str. 179-186. [COBISS.SI-ID 21240359]

12. Sašo Džeroski, "Towards a general framework for data mining", V: Knowledge discovery in inductive databases, (Lecture notes in computer science, vol. 4747), 5th International Workshop, KDID 2006, Berlin, Germany, September 2006, [in conjunction with ECML/PKDD 2006, 17th European Conference on Machine Learning and the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases], Sašo Džeroski, ur., Jan Struyf, ur., Berlin, Heidelberg, New York, Springer, 2007, vol. 4747, str. 259-300, 2007. [COBISS.SI-ID 21239335]

13. Sašo Džeroski, Valentin Gjorgjioski, Ivica Slavkov, Jan Struyf, "Analysis of time series data with predictive clustering trees", V: Knowledge discovery in inductive databases, (Lecture notes in computer science, vol. 4747), 5th International Workshop, KDID 2006, Berlin, Germany, September 2006, [in conjunction with ECML/PKDD 2006, 17th European Conference on Machine Learning and the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases], Sašo Džeroski, ur., Jan Struyf, ur., Berlin, Heidelberg, New York, Springer, 2007, vol. 4747, str. 63-80, 2007. [COBISS.SI-ID 21238567]

14. Sašo Džeroski, Kosta Mitreski, Svetislav Krstić, Andreja Naumoski, "Learning habitat models for the diatoms of lake Prespa", V: ETAI-2007 : zbornik na apstrakti na trudovi od VIII nacionalna konferencija so megunarodno učestvo, Ohrid, Republika Makedonija, 19-21 septembri 2007 : proceedings of abstracts of VIII National conference with international parcipitation, Ohrid, Republic of Macedonia, September 19-21, 2007, Mile J. Stankovski, ur., Skopje, Združenie za elektronika, telekomunikacii, avtomatika i informatika na Republika Makedonija, 2007, 7 str. [COBISS.SI-ID 21291815]

15. Tomaž Erjavec, "Architecture for editing complex digital documents", V: Digital information and heritage, [1. Međunarodna znanstvena konferencija, Zagreb, 7.-9. studenoga 2007], Sanja Seljan, ur., Hrvoje Stančić, ur., Zagreb, Odsjek za informacijske znanosti, Filozofski fakultet, 2007, str. 105-114. [COBISS.SI-ID 21260071]

16. Bogdan Filipič, "Evolucijsko večkriterijsko optimiranje kot nov način uglaševanja parametrov v vodenju dinamičnih sistemov", V: Zbornik šestnajste mednarodne Elektrotehniške in računalniške konference ERK 2007, 24. - 26. september 2007, Portorož, Slovenija, (Zbornik ... Elektrotehniške in računalniške konference ERK ...), Baldomir Zajc, ur., Andrej Trost, ur., Ljubljana, IEEE Region 8, Slovenska sekcija IEEE, 2007, zv. B, str. 65-68. [COBISS.SI-ID 21322023]

17. Blaž Fortuna, Marko Grobelnik, Dunja Mladenić, "OntoGen: semi-automatic ontology editor", V: Human interface and the management of information : Symposium on Human Interface 2007, held as part of HCI International 2007, Beijing, China, July 22-27, 2007 : proceedings. Part 2, Interacting in information environments, (Lecture notes in computer science, 4558), Michael J. Smith, ur., Gavriel Salvendy, ur., Berlin, Heidelberg, New York, Springer, cop. 2007, vol. 4558, str. 309-318, 007. [COBISS.SI-ID 21538343]

18. Blaž Fortuna, Nada Lavrač, Paola Velardi, "Advancing topic ontology learning through term extraction", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 195-199. [COBISS.SI-ID 21226023]

19. Blaž Fortuna, Eduarda Mendes Rodrigues, Nataša Milić-Frayling, "Improving the classification of newgroup messages through social network analysis", V: CIKM '07 : proceedings of the 16th ACM International Conference on Information and Knowledge Management : November 6-9, 2007, Lisboa, portugal, New York, Association for Computing Machinery, cop. 2007, str. 877-880. [COBISS.SI-ID 21540647]

20. Carolina Fortuna, Blaž Fortuna, Mihael Mohorčič, "Anomaly detection in computer networks using linear SVMs", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 190-194. [COBISS.SI-ID 21225767]

21. Dragan Gamberger, Nada Lavrač, "Supporting factors in descriptive analysis of brain ischaemia", V: Artificial intelligence in medicine : proceedings, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4594), 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007, Riccardo Bellazzi, ur., Ameen Abu-Hanna, ur., Jim Hunter, ur., Berlin, Heidelberg, New York, Springer, cop. 2007, vol. 4594, str. 155-159, 2007. [COBISS.SI-ID 20900135]

22. Miha Grčar, Marko Grobelnik, Dunja Mladenić, "Using text mining and link analysis for software", V: Proceedings of the Third International Workshop on Mining Comlex Data, MCD 2007, ECML PKDD 2007, The 18th European Conference on Machine Learning and the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, September 21, 2007, Warsaw, Poland, Zbigniew W. Raś, ur., Djamel A. Zighed, ur., Shusaku Tsumoto, ur., [S. l., s. n.], 2007, str. 1-12. [COBISS.SI-ID 21067303]

23. Marko Grobelnik, Janez Brank, Blaž Fortuna, Igor Mozetič, "Contextualizing ontologies with ontolight : a pragmatic approach", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 200-205. [COBISS.SI-ID 21226279]

24. Marko Grobelnik, Dunja Mladenić, Blaž Fortuna, "From social network to light-weight ontology", V: Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), Hyderabad, India, 06-12 January, 2007 : workshop on Text-Mining & Link-Analysis (TextLink 2007), Marko Grobelnik, ur., Dunja Mladenić, ur., Nataša Milić-Frayling, ur., Hyderabad, International Institute of Information Technology, 2007, 11 str. [COBISS.SI-ID 20600871]

25. Ivana Ilijašić Mišić, Božidar Kovačič, Tamara Mohorić, Dunja Mladenić, Blaž Fortuna, Marko Grobelnik, "User study of ontology generation tool", V: ITI 2007 : proceedings of the ITI 2007, (IEEE Catalog, No. 07EX1589), 29th International conference on information technology interfaces, June 25-28, 2007, Cavtat/Dubrovnik, Croatia, Vesna Lužar - Stiffler, ur., Vesna Hljuz Dobrić, ur., Zagreb, University of Zagreb, SRCE University Computing Centre, cop. 2007, str. 529-533. [COBISS.SI-ID 21266215]

26. Aneta Ivanovska, Celine Vens, Sašo Džeroski, Nathalie Colbach, "Studying the presence of genetically modified variants in organic oilseed rape by using relational data mining", V: Environmental informatics and systems research : EnviroInfo 2007, 21st International Conference on Informatics for Environmental Protection, September 12-14,2007, Warsaw, Poland, Olgierd Hryniewicz, ur., Jan Studziński, ur., Maciej Romaniuk, ur., Aachen, Shaker Verlag, 2007, str. 417-424. [COBISS.SI-ID 21095975]

27. Jože Jenkole, Petra Kralj, Nada Lavrač, Alojzij Sluga, "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]

28. Matjaž Juršič, Igor Mozetič, Nada Lavrač, "Learning ripple down rules for efficient lemmatization", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 206-209. [COBISS.SI-ID 21134375]

29. Andrej Kobler, Peter Ogrinc, Sašo Džeroski, "Napovedovanje požarne ogroženosti naravnega okolja", V: Podnebne spremembe : vpliv na gozd in gozdarstvo : impact on forest and forestry, (Studia forestalia Slovenica, št. 130), Maja Jurc, ur., Ljubljana, Biotehniška fakulteta, Oddelek za gozdarstvo in obnovljive gozdne vire, = Biotechnical Faculty, Department of Forestry and Renewable Forest Resources Slovenia, 2007, str. 457-472. [COBISS.SI-ID 1866406]

30. Dragi Kocev, Sašo Džeroski, Matt D. White, Graeme R. Newell, Peter Griffioen, "Ensembles of multi-objective regression trees : a case study for predicting the condition of remnant indigenous vegetation", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 210-213. [COBISS.SI-ID 21226791]

31. Dragi Kocev, Jan Struyf, Sašo Džeroski, "Beam search induction and similarity constraints for predictive clustering trees", V: Knowledge discovery in inductive databases, (Lecture notes in computer science, vol. 4747), 5th International Workshop, KDID 2006, Berlin, Germany, September 2006, [in conjunction with ECML/PKDD 2006, 17th European Conference on Machine Learning and the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases], Sašo Džeroski, ur., Jan Struyf, ur., Berlin, Heidelberg, New York, Springer, 2007, vol. 4747, str. 134-151, 2007. [COBISS.SI-ID 21239079]

32. Dragi Kocev, Celine Vens, Jan Struyf, Sašo Džeroski, "Ensembles of multi-objective decision trees", V: Machine learning: ECML 2007 : proceedings, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4701), 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Joost N. Kok, ur., Dunja Mladenić, ur., Berlin, Heidelberg, New York, Springer, 2007, vol. 4701, str. 624-631, 2007. [COBISS.SI-ID 21072423]

33. Edwin van de Koppel, Ivica Slavkov, Sašo Džeroski, (9 avtorjev), "Knowledge discovery in neuroblastoma-related biological data", V: Proceedings of the 2nd Workshop in Data Mining in Functional Genomics and Proteomics, DMFGP'07, ECML PKDD 2007, The 18th European Conference on Machine Learning and the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, September 21, 2007, Warsaw, Poland, A. Fazel Famili, ur., Xiaohui Liu, ur., José-María Peña, ur., [S. l., s. n.], 2007, str. 45-56. [COBISS.SI-ID 21079335]

34. Petra Kralj, Nada Lavrač, Dragan Gamberger, Antonija Krstačić, "Contrast set mining through subgroup discovery applied to brain ischaemina data", V: Advances in knowledge discovery and data mining : 11th Pacific-Asia conference, PAKDD 2007, Nanjing, China, May 22-25, 2007 : proceedings, (Lecture notes in computer science, Lecture notes in artifical intelligence, vol. 4426), Zhi-Hua Zhou, ur., Hang Li, ur., Berlin, Heidelberg, New York, Springer, 2007, vol. 4426, str. 579-586, 2007. [COBISS.SI-ID 20769575]

35. Petra Kralj, Nada Lavrač, Dragan Gamberger, Antonija Krstačić, "Contrast set mining for distinguishing between similar diseases", V: Artificial intelligence in medicine : proceedings, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4594), 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007, Riccardo Bellazzi, ur., Ameen Abu-Hanna, ur., Jim Hunter, ur., Berlin, Heidelberg, New York, Springer, cop. 2007, vol. 4595, str. 109-118, 2007. [COBISS.SI-ID 20899623]

36. Petra Kralj, Nada Lavrač, Kristina Gruden, Ana Rotter, Dejan Štebih, Dany Morisset, Jana Žel, "A prototype decision support system for GMO traceability", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 214-217. [COBISS.SI-ID 21134119]

37. Nada Lavrač, Petra Kralj, Dragan Gamberger, Antonija Krstačić, "Supporting factors to improve the explanatory potential of contrast set mining : analyzing brain ischaemia data", V: 11th Mediterranean Conference on Medical and Biological Enginering and Computing 2007, 26-30 June, 2007, Ljubljana, Slovenia, (IFMBE proceedings, vol. 16), Tomaž Jarm, ur., Peter Kramar, ur., Anže Županič, ur., New York, Springer, International Federation for Medical and Biological Engineering, 2007, str. 157-161. [COBISS.SI-ID 20830503]

38. Dunja Mladenić, Marko Grobelnik, "Evaluation of semi-automatic ontology generation in real-world setting", V: ITI 2007 : proceedings of the ITI 2007, (IEEE Catalog, No. 07EX1589), 29th International conference on information technology interfaces, June 25-28, 2007, Cavtat/Dubrovnik, Croatia, Vesna Lužar - Stiffler, ur., Vesna Hljuz Dobrić, ur., Zagreb, University of Zagreb, SRCE University Computing Centre, cop. 2007, str. 547-551. [COBISS.SI-ID 21266471]

39. Panče Panov, Sašo Džeroski, "Combining bagging and random subspaces to create better ensembles", V: Advances in intelligent data analysis VII : 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007 : proceedings, (Lecture notes in computer science, 4723), (LNCS sublibrary, SL 3, Information systems and applications, incl. internet/web, and HCI), Michael R. Berthold, ur., John Shawe-Taylor, ur., Nada Lavrač, ur., Berlin, Heidelberg, Springer-Verlag, cop. 2007, vol. 4723, str. 118-129, 2007. [COBISS.SI-ID 21018407]

40. Aleksandar Pečkov, Sašo Džeroski, Ljupčo Todorovski, "Multitarget polynomial regression with constraints", V: 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, Siegfried Nijssen, ur., Luc de Raedt, ur., [S. l., s. n.], 2007, str. 61-72. [COBISS.SI-ID 21079591]

41. Vid Podpečan, Nada Lavrač, Igor Kononenko, "A fast algorithm for mining utility-frequent itemsets", V: 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, Siegfried Nijssen, ur., Luc de Raedt, ur., [S. l., s. n.], 2007, str. 10-20. [COBISS.SI-ID 21061927]

42. Aleksander Pur, Marko Bohanec, Nada Lavrač, Bojan Cestnik, "Data presentation methods for monitoring a public health-care system", V: 11th Mediterranean Conference on Medical and Biological Enginering and Computing 2007, 26-30 June, 2007, Ljubljana, Slovenia, (IFMBE proceedings, vol. 16), Tomaž Jarm, ur., Peter Kramar, ur., Anže Županič, ur., New York, Springer, International Federation for Medical and Biological Engineering, 2007, str. 708-711. [COBISS.SI-ID 20942631]

43. Aleksander Pur, Marko Bohanec, Nada Lavrač, Bojan Cestnik, Marko Debeljak, Anton Gradišek, "Monitoring human resources of a public health-care system through intelligent data analysis and visualizatin", V: Artificial intelligence in medicine : proceedings, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4594), 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007, Riccardo Bellazzi, ur., Ameen Abu-Hanna, ur., Jim Hunter, ur., Berlin, Heidelberg, New York, Springer, cop. 2007, vol. 4594, str. 175-179, 2007. [COBISS.SI-ID 20900391]

44. Delia Rusu, Dali Lorand, Blaž Fortuna, Marko Grobelnik, Dunja Mladenić, "Triplet extraction from sentences", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 218-222. [COBISS.SI-ID 21227047]

45. Sergeja Sabo, Miha Grčar, David Aleksander Fabjan, Peter Ljubič, Nada Lavrač, "Exploratory analysis of the ILPnet2 social network", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 223-227. [COBISS.SI-ID 21227303]

46. W. Sadok, Marko Bohanec, (12 avtorjev), "An indicator-based MCDA framework for ex ante assessment of the sustainability of cropping systems", V: Farming systems design 2007 : an international symposium on Methodologies on Integrated Analysis on Farm Production Systems, September 10-12,2007, Catania, Sicily, Italy, M. Donatelli, ur., A. Rizzoli, ur., Pavese, La Goliardica Pavese, 2007, zv. 2, str. 185-186. [COBISS.SI-ID 21121831]

47. Daniela Stojanova, Katerina Taškova, Marko Bohanec, Sašo Džeroski, "A qualitative decision-support model for evaluating researchers", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 60-63. [COBISS.SI-ID 21129255]

48. Jan Struyf, Sašo Džeroski, "Clustering trees with instant level constraints", V: Machine learning: ECML 2007 : proceedings, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4701), 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Joost N. Kok, ur., Dunja Mladenić, ur., Berlin, Heidelberg, New York, Springer, 2007, vol. 4701, str. 359-370, 2007. [COBISS.SI-ID 21072935]

49. Marjan Šterk, Daniel Vladušič, Eva Milošev, Jure Ferlež, Dunja Mladenić, Marko Grobelnik, "Machine learning for resolving researcher affiliation", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 228-231. [COBISS.SI-ID 21227559]

50. Igor Trajkovski, Nada Lavrač, "Interpreting gene expression data by searching for enriched gene sets", V: Artificial intelligence in medicine : proceedings, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4594), 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007, Riccardo Bellazzi, ur., Ameen Abu-Hanna, ur., Jim Hunter, ur., Berlin, Heidelberg, New York, Springer, cop. 2007, vol. 4594, str. 144-148, 2007. [COBISS.SI-ID 20899879]

51. Igor Trajkovski, Nada Lavrač, "Efficient generation of biologycally relevant enriched gene sets", V: Bioinformatics research and applications : proceedings, (Lecture notes in computer science, Lecture notes in bioinformatics, vol. 4463), Third International Symposium, ISBRA 2007, Atlanta, GA, USA, May 7-10, 2007, Ion Mǎndoiu, ur., Alexander Zelikovsky, ur., Berlin, Heidelberg, New York, Springer, cop. 2007, vol. 4463, str. 248-259, 2007. [COBISS.SI-ID 21244711]

52. Petra Vide Ogrin, Tomaž Erjavec, "Towards a digital edition of the Slovenian biographical lexicon", V: Digital information and heritage, [1. Međunarodna znanstvena konferencija, Zagreb, 7.-9. studenoga 2007], Sanja Seljan, ur., Hrvoje Stančić, ur., Zagreb, Odsjek za informacijske znanosti, Filozofski fakultet, 2007, str. 115-124. [COBISS.SI-ID 21260327]

53. Monika Žáková, Filip Železný, Javier A. Garcia-Sedano, Cyril Masia Tissot, Nada Lavrač, Petr Křemen, Javier Molina, "Relational data mining applied to virtual engineering of product designs", V: Inductive logic programming : 16th international conference, ILP 2006, Santiago de Compostela, Spain, August 24-27, 2006 : revised selected papers, (LNCS sublibrary, SL 7, Artificial intelligence), (Lecture notes in computer science, Lecture notes in computer science, vol. 4455), Stephen Muggleton, ur., Ramon Otero, ur., Alireza Tamaddoni-Nezhad, ur., Berlin, Heidelberg, New York, Springer, cop. 2007, vol. 4455, str. 439-453, 2007. [COBISS.SI-ID 21280295]

1.12 Objavljeni povzetek znanstvenega prispevka na konferenci

2. Nataša Atanasova, G. Gal, Sašo Džeroski, Ljupčo Todorovski, Boris Kompare, "Modelling two algal functional groups in lake Kinneret using an automated modelling approach", V: Challenges for ecological modelling in a changing world: global changes, sustainability and ecosystem based management : conference proceedings, The 6th European conference on Ecological Modelling, ECEM '07, Trieste, November 27-30,2007, [S. l., s. n.], 2007, str. 43-44. [COBISS.SI-ID 21272615]

3. Nataša Atanasova, Ljupčo Todorovski, Sašo Džeroski, Boris Kompare, "Automated modelling of lakes : applications", V: 1st Symposium for protection of natural lakes in Republic Macedonia : Ohrid 2007, 31.05-03.06. : abstract book, Ohrid, Ministry of education and science of the Republic of Macedonia, 2007, str. 51. [COBISS.SI-ID 3585633]

4. Marko Bohanec, Antoine Messean, Frédérique Angevin, Martin Žnidaršič, Aneta Ivanovska, "From MAPOD to SMAC advisor : supporting decisions on maize co-existence", V: SIGMEA workshop 2007 : 16-19 April, NIAB, Cambridge, UK, [S. l., s. n.], 2007. [COBISS.SI-ID 20736039]

5. Marko Bohanec, Antoine Messean, Sara Scatasta, Martin Žnidaršič, Frédérique Angevin, Bryan Griffiths, Paul Henning Krogh, Sašo Džeroski, "The "Grignon model" : qualitative assessment of maize cropping systems", V: SIGMEA workshop 2007 : 16-19 April, NIAB, Cambridge, UK, [S. l., s. n.], 2007. [COBISS.SI-ID 20731943]

6. Robert Brus, Marko Debeljak, "Environmental risk assessment of GM trees by using multi-attribute decision support modeling : [invited talk]", V: Abstracts, 2nd Meeting of European Advisory Committees on Biosafety in the Field of Deliberate Release of GMOs = 2. srečanje evropskih svetovalnih odborov za področje biološke varnosti - sproščanje v okolje in dajanje GSO na trg, 14-16 May, 2007, Ljubljana, Slovenia, Martin Batič, ur., Ljubljana, Ministry of the Environment and Spatial Planning, 2007, str. 10. [COBISS.SI-ID 20747047]

7. Marko Debeljak, Bryan Griffiths, P. Hallett, Dragi Kocev, W. Towers, Sašo Džeroski, "Mapping the resilience characteristics of soil by using multi-objective regression models", V: Challenges for ecological modelling in a changing world: global changes, sustainability and ecosystem based management : conference proceedings, The 6th European conference on Ecological Modelling, ECEM '07, Trieste, November 27-30,2007, [S. l., s. n.], 2007, str. 133-134. [COBISS.SI-ID 21272871]

8. Marko Debeljak, Aneta Ivanovska, Sašo Džeroski, Sara Meier-Bethke, Joachim Schiemann, "Modelling spatial distribution of outcrossing rates between neighboring maize fields", V: Book of abstracts, GMCC'07, Third International Conference on Coexistence between Genetically Modified (GM) an non-GM based Agricultural Supply Chains, Seville, Spain, 20th-21st November 2007, Luxembourg, European Commission, 2007, str. 300-301. [COBISS.SI-ID 21271335]

9. Marko Debeljak, Aneta Ivanovska, Dragi Kocev, Sašo Džeroski, Katja Rostohar, "Application of regression models and polynomial equations to predict out-crossing rate of maize", V: Program and abstracts, International Conference Applied Statistics 2007, Ribno (Bled), Slovenia, September 23-26, 2007, Janez Stare, ur., Gaj Vidmar, ur., Ljubljana, Statistical Society of Slovenia, 2007, str. 43-45. [COBISS.SI-ID 21096231]

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

11. Tomaž Erjavec, "TEI and Microsoft : a marriage made in ...", V: Digital historical corpora - acrhitecture, annotation, and retrievel : Abstracts collection : Dagstuhl seminar 06491, 3.12.06 to 08.12.06, Schloss Dagstuhl, Germany, (Dagstuhl seminar proceedings), Dagstuhl, Internationales Begegnungs- und Forschungszentrum fuer Informatik, 2007, str. 1047. [COBISS.SI-ID 20832039]

12. Aneta Ivanovska, Nathalie Colbach, Marko Debeljak, Sašo Džeroski, "Using data mining and simulation models to study the feasibility of co-existence of GM/non-GM crops", V: SIGMEA workshop 2007 : 16-19 April, NIAB, Cambridge, UK, [S. l., s. n.], 2007. [COBISS.SI-ID 20735783]

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

14. Aneta Ivanovska, Ljupčo Todorovski, Sašo Džeroski, "Using equation discovery to model the outcrossing between transgenic and nontransgenic maize", V: SIGMEA workshop 2007 : 16-19 April, NIAB, Cambridge, UK, [S. l., s. n.], 2007. [COBISS.SI-ID 20736295]

15. Domen Jesenovec, Nada Lavrač, Neža Mramor Kosta, "Spatial data mining and visualization with GoogleEarth", V: Program and abstracts, International Conference Applied Statistics 2007, Ribno (Bled), Slovenia, September 23-26, 2007, Janez Stare, ur., Gaj Vidmar, ur., Ljubljana, Statistical Society of Slovenia, 2007, str. 62. [COBISS.SI-ID 21122343]

16. Darja Kobal Grum, Niko Arnerić, Alfred Bogomir Kobal, Milena Horvat, Bernard Ženko, Sašo Džeroski, Joško Osredkar, "Occupational exposure to elementary mercury, personality traits and emotional states of miners in mercury mine", V: Abstracts, XI. international congress of toxicology, Montréal, Canada, July 15 - 19 juillet 2007, [S. l., s. n., 2007], [1] str. [COBISS.SI-ID 34856034]

17. Alfred Bogomir Kobal, Alenka Sešek-Briški, Mladen Krsnik, Milena Horvat, Tatjana Dizdarevič, Bernard Ženko, Sašo Džeroski, Niko Arnerić, Joško Osredkar, "Potential kidney effects in ex-miners of the Idrija", V: Epidemiology of toxic metals - problems and solutions : international symposium, April 25, 2007, Portorož, Slovenia : programme, list of participants, poster abstracts, Ljubljana, Institute Jožef Stefan, 2007, str. 25. [COBISS.SI-ID 2134641]

18. Jana Laganis, Marko Debeljak, "Modeling sustainability of a floodplain forest ecosystem", V: Challenges for ecological modelling in a changing world: global changes, sustainability and ecosystem based management : conference proceedings, The 6th European conference on Ecological Modelling, ECEM '07, Trieste, November 27-30,2007, [S. l., s. n.], 2007, str. 291-292. [COBISS.SI-ID 21277223]

19. Nada Lavrač, "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]

20. Nada Lavrač, Miha Grčar, Blaž Fortuna, "Exploratory analysis of the ILPnet2 repository : research contents analysis and coautorship network", V: Program and abstracts, International Conference Applied Statistics 2007, Ribno (Bled), Slovenia, September 23-26, 2007, Janez Stare, ur., Gaj Vidmar, ur., Ljubljana, Statistical Society of Slovenia, 2007, str. 72-73. [COBISS.SI-ID 21122599]

21. Kosta Mitreski, Andreja Naumoski, Nataša Atanasova, Boris Kompare, Sašo Džeroski, "Total phosphotus model of two related lakes: lake Ohrid and lake Prespa", V: Challenges for ecological modelling in a changing world: global changes, sustainability and ecosystem based management : conference proceedings, The 6th European conference on Ecological Modelling, ECEM '07, Trieste, November 27-30,2007, [S. l., s. n.], 2007, str. 352-353. [COBISS.SI-ID 21277479]

22. Graeme R. Newell, Matt D. White, Peter Griffioen, Dragi Kocev, Sašo Džeroski, "Predicting the condition of remnant indigenous vegetation across South Eastern Australia", V: Challenges for ecological modelling in a changing world: global changes, sustainability and ecosystem based management : conference proceedings, The 6th European conference on Ecological Modelling, ECEM '07, Trieste, November 27-30,2007, [S. l., s. n.], 2007, str. 369-370. [COBISS.SI-ID 21279783]

23. Joško Osredkar, Milena Horvat, Mladen Krsnik, Niko Arnerić, Darja Kobal Grum, Bernard Ženko, Sašo Džeroski, Alfred Bogomir Kobal, "Occupational exposure to HG vapour influence and the activity of pineal gland could occupational exposure to mercury vapour influence on the activity of pineal gland", V: Epidemiology of toxic metals - problems and solutions : international symposium, April 25, 2007, Portorož, Slovenia : programme, list of participants, poster abstracts, Ljubljana, Institute Jožef Stefan, 2007, str. 29. [COBISS.SI-ID 2134897]

24. Geoff Squire, Marko Debeljak, "Should the ecosystem or the GMO be the focus for risk assessment and monitoring? : [invited talk]", V: Abstracts, 2nd Meeting of European Advisory Committees on Biosafety in the Field of Deliberate Release of GMOs = 2. srečanje evropskih svetovalnih odborov za področje biološke varnosti - sproščanje v okolje in dajanje GSO na trg, 14-16 May, 2007, Ljubljana, Slovenia, Martin Batič, ur., Ljubljana, Ministry of the Environment and Spatial Planning, 2007, str. 11. [COBISS.SI-ID 20747303]

25. Jan Struyf, Sašo Džeroski, "Clustering trees with instance level constraints", V: BNAIC'07 : proceedings of the Nineteenth Belgian-Dutch Conference on Artificial Intelligence, 5-6 November 2007, Utrecht, Netherland, Mehdi Dastani, ur., Jong, ur., Utrecht, University of Utrecht, 2007, str. 399-400. [COBISS.SI-ID 21204263]

26. Martin Žnidaršič, Marko Bohanec, Blaž Zupan, "proDEX : software for qualitative decision modelling with uncertainty", V: SIGMEA workshop 2007 : 16-19 April, NIAB, Cambridge, UK, [S. l., s. n.], 2007. [COBISS.SI-ID 20732199]

1.13 Objavljeni povzetek strokovnega prispevka na konferenci

1.16 Samostojni znanstveni sestavek ali poglavje v monografski publikaciji

2. Sašo Džeroski, "Inductive logic programming in an Nutshell", V: Introduction to statistical relational learning, (Adaptive computation and machine learning), Lise Getoor, ur., Ben Taskar, ur., Cambridge, London, MIT Press, cop. 2007, str. 57-92. [COBISS.SI-ID 21257511]

3. Sašo Džeroski, Pat Langley, Ljupčo Todorovski, "Computational discovery of scientific knowledge", V: Computational discovery of scientific knowledge : introduction, techniques, and applications in environmental and life sciences, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4660), (State-of-the-art-survey), Sašo Džeroski, ur., Ljupčo Todorovski, ur., Berlin, Heidelberg, Springer, 2007, str. 1-14. [COBISS.SI-ID 20975399]

4. Tomaž Erjavec, "Compiling and using the IJS-ELAN parallel corpus", V: Corpus linguistics : critical concepts in linguistics, (Critical concepts in linguistics), Wolfgang Teubert, ur., Sandeep Krishnamurthy, ur., London, New York, Routledge, 2007, zv. 1, str. 18-34, 2007. [COBISS.SI-ID 20954663]

5. Dimitar Hristovski, Sašo Džeroski, Janez Stare, "Literature based discovery support system and its application to disease gene identification", V: Computational discovery of scientific knowledge : introduction, techniques, and applications in environmental and life sciences, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4660), (State-of-the-art-survey), Sašo Džeroski, ur., Ljupčo Todorovski, ur., Berlin, Heidelberg, Springer, 2007, str. 307-326. [COBISS.SI-ID 20975911]

6. Jana Laganis, Marko Debeljak, "Debelinsko priraščanje črne jelše (Alnus glutinosa (L.) Gaertin.) v severovzhodni Sloveniji", V: Podnebne spremembe : vpliv na gozd in gozdarstvo : impact on forest and forestry, (Studia forestalia Slovenica, št. 130), Maja Jurc, ur., Ljubljana, Biotehniška fakulteta, Oddelek za gozdarstvo in obnovljive gozdne vire, = Biotechnical Faculty, Department of Forestry and Renewable Forest Resources Slovenia, 2007, str. 445-456. [COBISS.SI-ID 636411]

7. Ljupčo Todorovski, Sašo Džeroski, "Integrating domain knowledge in equation discovery", V: Computational discovery of scientific knowledge : introduction, techniques, and applications in environmental and life sciences, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4660), (State-of-the-art-survey), Sašo Džeroski, ur., Ljupčo Todorovski, ur., Berlin, Heidelberg, Springer, 2007, str. 69-97. [COBISS.SI-ID 20976167]

1.17 Samostojni strokovni sestavek ali poglavje v monografski publikaciji

2. Urban Kordeš, Andrej Ule, Olga Markič, Simona Tancing, Urban Kordeš, Mija Marija Klemenčič, Marko Bohanec, Zvezdan Pirtošek, Simon Brežan, "Projekt "Metodološki vidiki raziskovanja kognitivnih procesov - učenje in odločanje" kot poskus interdisciplinarnega raziskovanja", V: Kognitivna znanost v Ljubljani : možnosti za študij in raziskovalno delo, Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Pedagoška fakulteta, 2007, str. 129-136. [COBISS.SI-ID 7175753]

1.20 Predgovor, spremna beseda

2. Michael R. Berthold, John Shawe-Taylor, Nada Lavrač, "Preface", V: Advances in intelligent data analysis VII : 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007 : proceedings, (Lecture notes in computer science, 4723), (LNCS sublibrary, SL 3, Information systems and applications, incl. internet/web, and HCI), Michael R. Berthold, ur., John Shawe-Taylor, ur., Nada Lavrač, ur., Berlin, Heidelberg, Springer-Verlag, cop. 2007, str. [V]. [COBISS.SI-ID 21018151]

3. Marko Bohanec, Matjaž Gams, "Predgovor", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 3. [COBISS.SI-ID 21128743]

4. Sašo Džeroski, Jan Struyf, "Preface", V: Knowledge discovery in inductive databases, (Lecture notes in computer science, vol. 4747), 5th International Workshop, KDID 2006, Berlin, Germany, September 2006, [in conjunction with ECML/PKDD 2006, 17th European Conference on Machine Learning and the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases], Sašo Džeroski, ur., Jan Struyf, ur., Berlin, Heidelberg, New York, Springer, 2007, str. [V]. [COBISS.SI-ID 21238311]

5. Sašo Džeroski, Ljupčo Todorovski, "Preface", V: Computational discovery of scientific knowledge : introduction, techniques, and applications in environmental and life sciences, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4660), (State-of-the-art-survey), Sašo Džeroski, ur., Ljupčo Todorovski, ur., Berlin, Heidelberg, Springer, 2007, str. [V]-VI. [COBISS.SI-ID 20975143]

6. Marko Grobelnik, Nataša Milić-Frayling, Dunja Mladenić, "IJCAI-2007 Workshop on Text-Mining & Link-Analysis (TextLink 2007)", V: Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), Hyderabad, India, 06-12 January, 2007 : workshop on Text-Mining & Link-Analysis (TextLink 2007), Marko Grobelnik, ur., Dunja Mladenić, ur., Nataša Milić-Frayling, ur., Hyderabad, International Institute of Information Technology, 2007, 2 str. [COBISS.SI-ID 20600615]

7. Marko Grobelnik, Nataša Milić-Frayling, Dunja Mladenić, "IJCAI 2003 : text-mining and link-analysis workshop [TextLink 2003]", V: Text-mining and link-analysis : workshop program, Eighteenth International Joint Conference on Artificial Intelligence, Intelligence, Acapulco, Mexico, August 9, 2003, [S. l., [S. n.], 2003, str. III-IV. [COBISS.SI-ID 21267495]

8. Marko Grobelnik, Dunja Mladenić, "Predgovor", V: Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Ljubljana, Institut "Jožef Stefan", 2007, str. 175. [COBISS.SI-ID 21224999]

9. Joost N. Kok, Jacek Koronacki, Ramon Lopez de Mantaras, Stan Matwin, Dunja Mladenić, Andrzej Skowron, "Preface", V: Knowledge discovery in databases : proceedings, (Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 4702), PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007, Joost N. Kok, ur., Dunja Mladenić, ur., Berlin, Heidelberg, New York, Springer, cop. 2007, str. [V]-VII. [COBISS.SI-ID 21071655]

10. Joost N. Kok, Jacek Koronacki, Ramon Lopez de Mantaras, Stan Matwin, Dunja Mladenić, Andrzej Skowron, "Preface", V: Machine learning: ECML 2007 : proceedings, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4701), 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Joost N. Kok, ur., Dunja Mladenić, ur., Berlin, Heidelberg, New York, Springer, 2007, str. [V]-VII. [COBISS.SI-ID 21538599]

11. Dunja Mladenić, Marko Grobelnik, Nataša Milić-Frayling, Steve Donoho, Tomasz Dybala, "KDD2003 : workshop on Link analysis for detecting complex behavior (LinkKDD2003)", V: Workshop on Link analysis for detecting complex behavior (LinkKDD2003) at KDD-2003 : Washington DC, 2003, Dunja Mladenić, ur., Marko Grobelnik, ur., Nataša Milić-Frayling, ur., Steve Donoho, ur., Tomasz Dybala, ur., [S. l., s. n.], 2007, 1 str. [COBISS.SI-ID 21269799]

1.22 Intervju

2. Jurij Leskovec, "Največje (spletne) klepetulje na svetu smo Slovenci", Delo (Ljubl.), leto 49, št. 99, str. 19, 3. maja 2007. [COBISS.SI-ID 233323008]

1.25 Drugi članki ali sestavki

MONOGRAFIJE IN DRUGA ZAKLJUČENA DELA

2.01 Znanstvena monografija

2. Igor Grdina, Tomaž Erjavec, Damjan Bojadžiev, Matija Ogrin, ur., Brižinski spomeniki : elektronska znanstvenokritična izdaja, Izdaja 1.0, Ljubljana, Inštitut za slovensko literaturo in literarne vede ZRC SAZU, 2007, http://nl.ijs.si/e-zrc/bs. [COBISS.SI-ID 26702125]

3. Anton Podbevšek, Marijan Dović, Tomaž Erjavec, Zbrane pesmi : elektronska znanstvenokritična izdaja, Verzija 1.0, Ljubljana, Inštitut za slovensko literaturo in literarne vede ZRC SAZU, 2007, http://nl.ijs.si/e-zrc/podbevsek/. [COBISS.SI-ID 27377709]

2.02 Strokovna monografija

2.05 Drugo učno gradivo

2. Marko Bohanec, Učno gradivo za predmet Sistemi za podporo odločanja v upravi : Magistrski študijski program Uprava, Ljubljana, Fakulteta za upravo, 2007, http://www-ai.ijs.si/MarkoBohanec/SPOU/SPOU.pdf. [COBISS.SI-ID 235050496]

3. Marko Bohanec, Systems and techniques of decision support : course note : programmes: New media and E-science, Ecotechnology, Ljubljana, Jožef Stefan International Postgraduate School, 2007. [COBISS.SI-ID 21058599]

4. Nada Lavrač, 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. [COBISS.SI-ID 21280551]

5. Nada Lavrač, Odkrivanje zakonitosti v podatkih, Nova Gorica, Univerza v Novi Gorici, 2007. [COBISS.SI-ID 21292327]

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

7. Nada Lavrač, Knowledge management : part of "New media and e-science" programme : 2007/08, (Postgraduate courses in new media and e-science), Ljubljana, Jožef Stefan International Postgraduate School, 2007. [COBISS.SI-ID 21292583]

8. Dunja Mladenić, Marko Grobelnik, Tutorial on "Text mining and link analysis for web and semantic web", Hyderabad, International Institute of Information Technology, 2007. [COBISS.SI-ID 20600103]

2.08 Doktorska disertacija

2.09 Magistrsko delo

2. Joël Plisson, Ontologies for collaborative networked organizations : master thesis : magistrsko delo, Ljubljana, [J. Plisson], 2007. [COBISS.SI-ID 233891840]

2.13 Elaborat, predštudija, študija

2. Valentin Gjorgjioski, Tomaž Erjavec, Evaluating MaltParser performance on the Slovene dependency treebank, (IJS delovno poročilo, 9557), 2007. [COBISS.SI-ID 20576551]

3. Branko Kontić, Marko Bohanec, Primerjalna ocena natečajnih rešitev za celovito prostorsko ureditev Mednarodnega pristaniška Koper, 2007. [COBISS.SI-ID 20606759]

4. Paul Henning Krogh, Marko Bohanec, Sašo Džeroski, (6 avtorjev), Collaborative systems for EU research projects : dissemination, (ECOGEN, issue 1), 2007, March 2007. [COBISS.SI-ID 20716583]

2.25 Druge monografije in druga zaključena dela

IZVEDENA DELA (DOGODKI)

3.14 Predavanje na tuji univerzi

2. Marko Debeljak, Environmental applicatins of data mining : invited talk, Graz, Institute of Information Systems & Information Management, Joanneum Research, 19.10.2007. [COBISS.SI-ID 21153319]

3. Bogdan Filipič, Multiobjective optimization with evolutionary algorithms : 10 hour lectures, University of Oulu, Infotech Graduate School, 10-14 Sep. 2007, 2007. [COBISS.SI-ID 21044519]

4. Marko Grobelnik, Semantic technologies : invited talk, Graz, Institute of Information Systems & Information Management, Joanneum Research, 19.10.2007. [COBISS.SI-ID 21153831]

5. Petra Kralj, Contrast set mining through subgroup discovery applied to brain ischaemia data : invited talk, Shanghai, Department of Computer Science & Engineering, Shanghai Key Lab of Intelligent Information Processing, Fudan University, 15 May 2007. [COBISS.SI-ID 21293351]

6. Nada Lavrač, 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]

7. Nada Lavrač, 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]

8. Nada Lavrač, 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]

9. Dunja Mladenić, Text mining : invited talk, Graz, Institute of Information Systems & Information Management, Joanneum Research, 19.10.2007. [COBISS.SI-ID 21154087]

3.15 Prispevek na konferenci brez natisa

3.16 Vabljeno predavanje na konferenci brez natisa

3.25 Druga izvedena dela

SEKUNDARNO AVTORSTVO

Urednik

2. Michael R. Berthold, ur., John Shawe-Taylor, ur., Nada Lavrač, ur., Advances in intelligent data analysis VII : 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007 : proceedings, (Lecture notes in computer science, 4723), (LNCS sublibrary, SL 3, Information systems and applications, incl. internet/web, and HCI), Berlin, Heidelberg, Springer-Verlag, cop. 2007. [COBISS.SI-ID 21017895]

3. Marko Bohanec, ur., Matjaž Gams, ur., Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Dunja Mladenić, ur., Marko Grobelnik, ur., Marjan Heričko, ur., Urban Kordeš, ur., Olga Markič, ur., Zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 8.-12. oktober 2007 : zvezek A : volume A, (Informacijska družba), Ljubljana, Institut "Jožef Stefan", 2007. [COBISS.SI-ID 235264512]

4. 5th International Workshop, KDID 2006, Berlin, Germany, September 2006, [in conjunction with ECML/PKDD 2006, 17th European Conference on Machine Learning and the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases]: Sašo Džeroski, ur., Jan Struyf, ur., Knowledge discovery in inductive databases, (Lecture notes in computer science, vol. 4747), Berlin, Heidelberg, New York, Springer, 2007. [COBISS.SI-ID 21238055]

5. Sašo Džeroski, ur., Ljupčo Todorovski, ur., Computational discovery of scientific knowledge : introduction, techniques, and applications in environmental and life sciences, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4660), (State-of-the-art-survey), Berlin, Heidelberg, Springer, 2007. [COBISS.SI-ID 20974631]

6. Marko Grobelnik, ur., Michael May, ur., Dennis Wegener, ur., Knowledge discovery standards in ubiquitous environments, [S. l., s. n.], 2007. [COBISS.SI-ID 21066535]

7. Marko Grobelnik, ur., Dunja Mladenić, ur., Nataša Milić-Frayling, ur., Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), Hyderabad, India, 06-12 January, 2007 : workshop on Text-Mining & Link-Analysis (TextLink 2007), Hyderabad, International Institute of Information Technology, 2007. [COBISS.SI-ID 20600359]

8. 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007: Joost N. Kok, ur., Dunja Mladenić, ur., Machine learning: ECML 2007 : proceedings, (Lecture notes in computer science, Lecture notes in artifical intelligence, 4701), Berlin, Heidelberg, New York, Springer, 2007. [COBISS.SI-ID 21071399]

9. PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007: Joost N. Kok, ur., Dunja Mladenić, ur., Knowledge discovery in databases : proceedings, (Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 4702), Berlin, Heidelberg, New York, Springer, cop. 2007. [COBISS.SI-ID 21089319]

10. Dunja Mladenić, ur., Marko Grobelnik, ur., Text mining and link analysis for web and semantic web, (KDD 2007 tutorial notes, T4), [S. l., s. n.], 2007. [COBISS.SI-ID 21067815]

11. Dunja Mladenić, ur., Marko Grobelnik, ur., Nataša Milić-Frayling, ur., Steve Donoho, ur., Tomasz Dybala, ur., Workshop on Link analysis for detecting complex behavior (LinkKDD2003) at KDD-2003 : Washington DC, 2003, [S. l., s. n.], 2007. [COBISS.SI-ID 21269543]

12. Vladislav Rajkovič, ur., Tanja Urbančič, ur., Mojca Bernik, ur., Vzgoja in izobraževanje v informacijski družbi : zbornik 10. mednarodne multikonference Informacijska družba IS 2007, 12. oktober 2007 : proceedings of the 10th International Multiconference Information Society IS 2007, 12th October 2007, Ljubljana, Ministrstvo za šolstvo in šport, Institut Jožef Stefan, Zavod Republike Slovenije za šolstvo, Kranj, Fakulteta za organizacijske vede, 2007. [COBISS.SI-ID 235175680]

13. International journal of corpus linguistics, Erjavec Tomaž (član uredniškega odbora 1998-), Amsterdam, Philadelphia, PA, John Benjamins Publishing Company, ISSN 1384-6655. [COBISS.SI-ID 3971373]

14. Language resources and evaluation, Erjavec Tomaž (član uredniškega odbora 2006-), Dordrecht, Springer, 2005-, ISSN 1574-020X. [COBISS.SI-ID 224002304]

15. AI communications, Gams Matjaž (urednik 1995-), Lavrač Nada (član uredniškega odbora 1998-), Amsterdam, Department Social Science Informatics, 1988-, ISSN 0921-7126. [COBISS.SI-ID 9466629]

16. Applied artificial intelligence, Lavrač Nada (član uredniškega odbora 1999-), Washington, DC, Hemisphere Pub. Co., ISSN 0883-9514. [COBISS.SI-ID 15352069]

17. Artificial intelligence in medicine, Lavrač Nada (član uredniškega odbora 1998-), Amsterdam, Elsevier Science Publishers, 1989-, ISSN 0933-3657. [COBISS.SI-ID 2612263]

18. Machine learning, Lavrač Nada (član uredniškega odbora 2001-), Norwell (MA), Dordrecht, Kluwer Academic Publishers, 1986-, ISSN 0885-6125. [COBISS.SI-ID 2623527]

19. New generation computing, Lavrač Nada (član uredniškega odbora 1997-), Tokyo, Ohmsha, Springer-Verlag, ISSN 0288-3635. [COBISS.SI-ID 26018560]

Mentor pri doktorskih disertacijah

Mentor pri magistrskih delih

2. Milan Verdev, Decision support for a waste electrical and electronic equipment treatment system : master's degree thesis : magistrska naloga, Ljubljana, [M. Verdev], 2007. [COBISS.SI-ID 233119232]

Komentor pri doktorskih disertacijah

2. Martin Žnidaršič, Revizija verjetnostnih večparametrskih hierarhičnih modelov : doktorska disertacija, Ljubljana, [M. Žnidaršič], 2007. [COBISS.SI-ID 6129236]

Komentor pri magistrskih delih

2. Milan Verdev, Decision support for a waste electrical and electronic equipment treatment system : master's degree thesis : magistrska naloga, Ljubljana, [M. Verdev], 2007. [COBISS.SI-ID 233119232]

Komentor pri diplomskih delih

Komentor - drugo

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