SolEuNet publications in 2002

This is the list of all publications in the SolEuNet on-line library that were published in 2002. The title of the article is a link to the full reference, including -- if provided by the author -- abstract and URL. It also allows easy access to related publications.

BibTeX file for 2002.

Marko Bohanec, Vladislav Rajkovic, and Bojan Cestnik. SolEuNet: report on decision support practical cases, phase II. Technical Report, Jozef Stefan Institute, December 2002.
Marko Grobelnik and Dunja Mladenic. Analysis of IT projects funded by the European Commission in 5FP: [Sol-Eu-Net IST-1999-11495 (2000-2003]. Technical Report, Jozef Stefan Institute, December 2002.
Nada Lavrac, Peter Flach, Branko Kavsek, and Ljupco Todorovski. Adapting classification rule induction to subgroup discovery. In Proceedings of the 2002 IEEE International Conference on Data Mining, ICDM 2002, pages 266--273. IEEE, December 2002.
Dunja Mladenic. Describing data mining and decision support studies in SolEuNet. Technical Report, Jozef Stefan Institute, December 2002.
Tanja Urbancic, Maja Skrjanc, and Peter Flach. Web-based analysis of data mining and decision support education. In AI Communications, pages 1--6. IOS Press, December 2002.
Tanja Urbancic, Maja Skrjanc, and Peter Flach. State-of-the-art of data mining and decision support courses as seen on the web. In B. Rachev and A. Smrikarov, editors, Proceedings of the International Conference on Computer Systems and Technologies (e-Learning): CompSys Tech'2002, pages 331--336. Bulgarian Chapter of ACM-acmbul&UAI, December 2002.
Tanja Urbancic, Mitja Jermol, and Nada Lavrac. Supporting a business model of a virtual enterprise with knowledge maps. In Third European Conference on Knowledge Management, pages 698--707, Dublin, Ireland, December 2002. Trinity College
Tanja Urbancic, Andrej Orel, Mitja Jermol, and Nada Lavrac. Knowledge management and intellectual property rights: the Sol-Eu-Net virtual enterprise lessons learned. In Marko Bohanec, Matjaz Gams, Dunja Mladenic, and Marko Grobelnik, editors, Informacijska druzba IS'2002: zbornik A 5. mednarodne multi-konference, pages 46--49. Institut Jozef Stefan, December 2002.
Tanja Urbancic, Andrej Orel, Mitja Jermol, and Nada Lavrac. Knowledge management and intellectual property rights: the Sol-Eu-Net virtual enterprise lessons learned. In Marko Bohanec, Matjaz Gams, Dunja Mladenic, and Marko Grobelnik, editors, Informacijska druzba IS'2002: zbornik A 5. mednarodne multi-konference (Information Society, Proceedings A of the International Multi-Conference), volume A, pages 46--49. Jozef Stefan Institute, Ljubljana, Slovenia, December 2002.
M. Bohanec, B. Cestnik, M. Grobelnik, D. Mladenic, M. Alves, A. Jorge, and S. Moyle. Describing decision support, data mining, and text/web mining studies in SolEuNet. In M. Grobelnik, D. Mladenic, M. Bohanec, and M. Gams, editors, Proceedings A of the 5th International Multi-Conference Information Society IS'2002, Data Mining and Data Warehousing, pages 104--107, Ljubljana, October 2002. Jozef Stefan Institute
Mitja Jermol, Nada Lavrac, and Tanja Urbancic. Managing business intelligence in a virtual enterprise model: a case study and knowledge management lessons learned. In E. DAMIANI, editor, Knowledge-based intelligent information engineering system and allied techn ologies: KES 2002, volume 82 of Frontiers in artificial intelligence and applications, pages 1419--1423, Amsterdam, October 2002. IOS Press
K. Matousek, Z. Kouba, and P. Miksovsky. Data Pre-Processing Support for Data Mining. In IEEE International Conference on Systems, Man and Cybernetics, pages 208--212. IEEE, October 2002.
Branko Kavsek, Nada Lavrac, and John C. Bullas. Rule induction for subgroup discovery: a case study in mining UK traffic accident data. In Marko Bohanec, Matjaz Gams, Dunja Mladenic, and Marko Grobelnik, editors, Informacijska druzba IS'2002: zbornik A 5. mednarodne multi-konference (Information Society, Proceedings A of the International Multi-Conference), volume A, pages 127--130. Jozef Stefan Institute, Ljubljana, Slovenia, October 2002.
Peter Ljubic, Ljupco Todorovski, Nada Lavrac, and John C. Bullas. Time-series analysis of UK traffic accident data. In Marko Bohanec, Matjaz Gams, Dunja Mladenic, and Marko Grobelnik, editors, Informacijska druzba IS'2002: zbornik A 5. mednarodne multi-konference (Information Society, Proceedings A of the International Multi-Conference), volume A, pages 127--130. Jozef Stefan Institute, Ljubljana, Slovenia, October 2002.
Dunja Mladenic, Nada Lavrac, Peter Ljubic, Branko Kavsek, and Marko Grobelnik. The Sol-Eu-Net project data mining lessons learned. In Marko Bohanec, Matjaz Gams, Dunja Mladenic, and Marko Grobelnik, editors, Informacijska druzba IS'2002: zbornik A 5. mednarodne multi-konference (Information Society, Proceedings A of the International Multi-Conference), volume A, pages 135--138. Jozef Stefan Institute, Ljubljana, Slovenia, October 2002.
Ljupco Todorovski, Bojan Cestnik, Mihael Kline, Nada Lavrac, and Saso Dzeroski. Qualitative clustering of short time series: a case study of firms reputation data. In Marko Bohanec, Matjaz Gams, Dunja Mladenic, and Marko Grobelnik, editors, Informacijska druzba IS'2002: zbornik A 5. mednarodne multi-konference (Information Society, Proceedings A of the International Multi-Conference), volume A, pages 143--146. Jozef Stefan Institute, Ljubljana, Slovenia, October 2002.
Marko Grobelnik and Dunja Mladenic. Approaching analysis of EU IST projects database. In Boris Aurer and Alen Lovrencic, editors, Proceedings of the IIS 2002, 13th International Conference on Information and Intelligent Systems, pages 57--61. Faculty of Organization and Informatcs; Zagreb: University of Zagreb, September 2002.
Mitja Jermol, Nada Lavrac, and Tanja Urbancic. Managing business intelligence in a virtual enterprise model: a case study and knowledge management lessons learned. In E. Damiani, R. J. Howlett, L. C. Jain, and N. Ichalkaranje, editors, Knowledge-based intelligent information engineering system and allied technologies: KES 2002, volume 82 of Frontiers in artificial intelligence and applications, pages 1419--1423. IOS Press, September 2002.
Olga Stepankova, J. Klema, S. Lauryn, Petr Miksovsky, and L. Novakova. Data Mining for Resource Allocation: A Case Study. In BASYS-2002, September 2002.
Tanja Urbancic, Mitja Jermol, and Nada Lavrac. Supporting a business model of a virtual enterprise with knowledge maps. In Proceedings of the Third European Conference on Knowledge Management, pages 689--707. MCIL, September 2002.
M. Bohanec, B. Cestnik, M. Grobelnik, D. Mladenic, M. Alves, A. Jorge, and S. Moyle. Describing decision support, data mining, and text/web mining studies in SolEuNet. In Marko Bohanec, Dunja Mladenic, and Nada Lavrac, editors, ECML/PKDD'02 workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, pages 19--24. University of Helsinki, August 2002. More behind this link.
Bojan Cestnik, Nada Lavrac, Filip Zelezný, Dragan Gamberger, Ljupco Todorovski, and Miro Kline. Data Mining for decision Support in Marketing: A Case Study in Targeting a Marketing Campain. In Marko Bohanec, Branko Kavsek, Nada Lavrac, and Dunja Mladenic, editors, ECML/PKDD'02 workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, pages 25--34. Helsinki University Printing House, August 2002.
Dragan Gamberger, Nada Lavrac, and Dietrich Wettschereck. Subgroup Visualization: A Method and Application to Population Screening. In Marko Bohanec, Branko Kavsek, Nada Lavrac, and Dunja Mladenic, editors, ECML/PKDD'02 workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, pages 35--40. Helsinki University Printing House, August 2002.
Dragan Gamberger and Nada Lavrac. Generating actionable knowledge by subgroup discovery. In Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery, August 2002.
S. Gasar, M. Bohanec, and V. Rajkovic. Combined data mining and decision support approach to the prediction of academic achievement. In Marko Bohanec, Dunja Mladenic, and Nada Lavrac, editors, ECML/PKDD'02 workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, pages 41--52. University of Helsinki, August 2002. More behind this link.
Alipio Jorge, [[João Po\ccas]], and Paulo Azevedo. A Post-processing Environment for Browsing Large Sets of Association Rules. In Marko Bohanec, Branko Kavsek, Nada Lavrac, and Dunja Mladenic, editors, ECML/PKDD'02 workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, pages 53--64. Helsinki University Printing House, August 2002.
Nada Lavrac, Peter Flach, Branko Kavsek, and Ljupco Todorovski. Rule Induction for Subgroup Discovery with CN2-SD. In Marko Bohanec, Dunja Mladenic, and Nada Lavrac, editors, ECML/PKDD'02 workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, August 2002.
Steve Moyle, Marko Bohanec, and Eric Ostrowski. Large and Tall Buildings: A case study in the application of Decision Support and Data Mining. In Marko Bohanec, Branko Kavsek, Nada Lavrac, and Dunja Mladenic, editors, ECML/PKDD'02 workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, pages 88--99. Helsinki University Printing House, August 2002.
Olga Stepankova, J. Klema, and Petr Miksovsky. Collaborative Data Mining and Data Exchange: A Case Study. In Marko Bohanec, Dunja Mladenic, and Nada Lavrac, editors, ECML/PKDD'02 workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, pages 135--140. Helsinki University Printing House, August 2002.
Ljupco Todorovski, Bojan Cestnik, Mihael Kline, Nada Lavrac, and Saso Dzeroski. Qualitative Clustering of Short Time-Series: A Case Study of Firms Reputation Data. In Marko Bohanec, Branko Kavsek, Nada Lavrac, and Dunja Mladenic, editors, ECML/PKDD'02 workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, pages 141--149. Helsinki University Printing House, August 2002.
Dietrich Wettschereck and Students. Educational Data Preprocessing. In Petr Berka, editor, ECML'02 Discovery Challenge Workshop, pages 0--6. University of Helsinki, August 2002.
Dietrich Wettschereck. A KDDSE-independent PMML Visualizer. In Marko Bohanec, Dunja Mladenic, and Nada Lavrac, editors, ECML/PKDD'02 workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, August 2002.
Shaomin Wu and Peter Flach. Feature selection with labelled and unlabelled data. In Marko Bohanec, Dunja Mladenic, and Nada Lavrac, editors, ECML/PKDD'02 workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, August 2002.
Shaomin Wu and Peter Flach. Model Selection for Dynamic Processes. In Marko Bohanec, Dunja Mladenic, and Nada Lavrac, editors, ECML/PKDD'02 workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, August 2002.
Hendrik Blockeel and Steve Moyle. Collaborative data mining needs centralised model evaluation. In Nada Lavrac, Hiroshi Motoda, and Tom Fawcett, editors, ICML'02 workshop on Data Mining: Lessons Learned, July 2002.
Cesar Ferri, Peter Flach, and Jose Hernandez-Orallo. Learning Decision Trees Using the Area Under the ROC curve. In Claude Sammut, editor, Proceedings of the 19th International Conference on Machine Learning. Morgan Kaufmann, July 2002.
Peter Flach and Nada Lavrac. Learning in clausal logic: a perspective on inductive logic programming, Antonis C. Kakas and Fariba Sadri, editors, volume 2407 of Lecture Notes in Computer Science, pages 437--471. Springer, July 2002.
Thomas Gaertner, John Lloyd, and Peter Flach. Kernels for Structured Data. In Stan Matwin and Claude Sammut, editors, Proceedings of the 12th International Conference on Inductive Logic Programming, July 2002.
Thomas Gaertner, Peter Flach, Adam Kowalczyk, and Alex Smola. Multi-Instance Kernels. In Claude Sammut, editor, Proceedings of the 19th International Conference on Machine Learning. Morgan Kaufmann, July 2002.
Dragan Gamberger and Nada Lavrac. Descriptive induction through subgroup discovery: A case study in a medical domain. In Claude Sammut, editor, Proceedings of the 19th International Conference on Machine Learning, July 2002.
Dragan Gamberger, Nada Lavrac, and Dietrich Wettschereck. Subgroup Visualization: A Method and Application in Population Screening. In Peter Lucas, Lars Asker, and Silvia Miksch, editors, Intelligent Data Analysis in Medicine and Pharmacology - IDAMAP-2002, July 2002.
Nicolas Lachiche and Peter Flach. 1BC2: a True First-Order Bayesian Classifier. In Stan Matwin and Claude Sammut, editors, Proceedings of the 12th International Conference on Inductive Logic Programming, July 2002.
Nada Lavrac, Dragan Gamberger, and Peter Flach. Subgroup Discovery for Actionable Knowledge Generation: Shortcomings of Classification Rule Learning and the Lessons Learned. In Nada Lavrac, Hiroshi Motoda, and Tom Fawcett, editors, ICML'02 workshop on Data Mining: Lessons Learned, July 2002.
Nada Lavrac, Filip Zelezny, and Peter Flach. RSD: Relational subgroup discovery through first-order feature construction. In Stan Matwin and Claude Sammut, editors, Proceedings of the 12th International Conference on Inductive Logic Programming, July 2002.
Dunja Mladenic, Marko Grobelnik, and Mitja Jermol. Exploiting text mining in publishing and education. In Nada Lavrac, Hiroshi Motoda, and Tom Fawcett, editors, Proceedings of the ICML-2002 Workshop on Data Mining Lessons Learned, pages 34--39. The University of New South Wales, July 2002.
Dunja Mladenic, Olga Stepankova, Johann Petrak, Jiri Palous, Mário Amado Alves, Alìpio Jorge, Damjan Bojadziev, and Peter Flach. Developing and maintaining an EU project Website. Technical Report, Solomon European Network, June 2002.
Steve Moyle, E. Ostrowski, and M. Bohanec. Knowledge Development using Data Mining and Decision Support: Understanding the Value Drivers for the construction of Large and Tall Buildings. In Henley Knowledge Management Forum Annual Conference, June 2002.
Dragan Gamberger, Nada Lavrac, and Goran Krstacic. Confirmation rule induction and its applications to coronary heart disease diagnosis and risk group discovery. Journal of Intelligent and Fuzzy Systems, 12(1):35--48, May 2002.
Nada Lavrac, Tanja Urbancic, and Andrej Orel. Virtual enterprise for data mining and decision support: a model for networkin g academia and business. In Luis Camarinha-Matos, editor, Collaborative business ecosystems and virtual enterprises, IFIP TC5/WG5.5 Third Working Conference on Infrastructures for Virtual Enterpr ises (PRO-VE'02), pages 389--396. Kluwer Academic, May 2002.
Nada Lavrac, Tanja Urbancic, and Andrej Orel. Virtual enterprise for data mining and decision support: a model for networking academia and business. In Luis Camarinha-Matos, editor, Collaborative business ecosystems and virtual enterprises: IFIP TC5/WG5.5 Third Working Conference on Infrastructures for Virtual Enterprises (PRO-VE'02), pages 389--396. Kluwer Academic, May 2002.
P. Aubrecht, F. Zelezny, P. Miksovsky, and O. Stepankova. SumatraTT: Towards a Universal Data Preprocessor. In Cybernetics and Systems 2002, volume 2, pages 818--823, Vienna, April 2002. Austrian Soc. for Cybernetics Studies
O. Stepankova, S. Lauryn, P. Aubrecht, J. Klema, P. Miksovsky, L. Novakova, and J. Palous. Data Mining for Resource Allocation: A Case Study. In O. Stepankova, L. Lhotska, and H. Krautwurmova, editors, Intelligent Methods for Quality Improvement in Industrial Practice, pages 94--105. CTU FEE, Department of Cybernetics, The Gerstner Laboratory, February 2002.
H. Blockeel and J. Struyf. Deriving biased classifiers for improved ROC performance. Informatica, 26(1):77--84, 2002.
Hendrik Blockeel and Steve Moyle. Centralized model evaluation for collaborative data mining. In M. Grobelnik, D. Mladenic, M. Bohanec, and M. Gams, editors, Proceedings A of the 5th International Multi-Conference Ínformation Society 2002&:acute; Data Mining and Data Warehousing/Intelligent Systems, pages 100--103. Jozef Stefan Institute, Ljubljana, Slovenia, 2002. More behind this link.