[ SolEuNet | Library | Education ]

Titles of publications in the SolEuNet on-line library

This abbreviated list gives the authors, title, and date of all publications in the SolEuNet on-line library. The publications are ordered on the date, the latest publication first. The title can be followed to get a full reference, and, if available, an abstract and/or a link to an on-line version of the paper. The years are linked to a list of full bibliographic references for that year. There is also a list sorted by author.

2002:

M Bohanec, V Rajkovic, and B Cestnik. SolEuNet: report on decision support practical cases, phase II. December 2002.
M Grobelnik and D Mladenic. Analysis of IT projects funded by the European Commission in 5FP: [Sol-Eu-Net IST-1999-11495 (2000-2003]. December 2002.
N Lavrac, P Flach, B Kavsek, and L Todorovski. Adapting classification rule induction to subgroup discovery. December 2002.
D Mladenic. Describing data mining and decision support studies in SolEuNet. December 2002.
T Urbancic, M Skrjanc, and P Flach. Web-based analysis of data mining and decision support education. December 2002.
T Urbancic, M Skrjanc, and P Flach. State-of-the-art of data mining and decision support courses as seen on the web. December 2002.
T Urbancic, M Jermol, and N Lavrac. Supporting a business model of a virtual enterprise with knowledge maps. December 2002.
T Urbancic, A Orel, M Jermol, and N Lavrac. Knowledge management and intellectual property rights: the Sol-Eu-Net virtual enterprise lessons learned. December 2002.
T Urbancic, A Orel, M Jermol, and N Lavrac. Knowledge management and intellectual property rights: the Sol-Eu-Net virtual enterprise lessons learned. 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. October 2002.
M Jermol, N Lavrac, and T Urbancic. Managing business intelligence in a virtual enterprise model: a case study and knowledge management lessons learned. October 2002.
K Matousek, Z Kouba, and P Miksovsky. Data Pre-Processing Support for Data Mining. October 2002.
B Kavsek, N Lavrac, and JC Bullas. Rule induction for subgroup discovery: a case study in mining UK traffic accident data. October 2002.
P Ljubic, L Todorovski, N Lavrac, and JC Bullas. Time-series analysis of UK traffic accident data. October 2002.
D Mladenic, N Lavrac, P Ljubic, B Kavsek, and M Grobelnik. The Sol-Eu-Net project data mining lessons learned. October 2002.
L Todorovski, B Cestnik, M Kline, N Lavrac, and S Dzeroski. Qualitative clustering of short time series: a case study of firms reputation data. October 2002.
M Grobelnik and D Mladenic. Approaching analysis of EU IST projects database. September 2002.
M Jermol, N Lavrac, and T Urbancic. Managing business intelligence in a virtual enterprise model: a case study and knowledge management lessons learned. September 2002.
O Stepankova, J Klema, S Lauryn, P Miksovsky, and L Novakova. Data Mining for Resource Allocation: A Case Study. September 2002.
T Urbancic, M Jermol, and N Lavrac. Supporting a business model of a virtual enterprise with knowledge maps. 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. August 2002.
B Cestnik, N Lavrac, F Zelezný, D Gamberger, L Todorovski, and M Kline. Data Mining for decision Support in Marketing: A Case Study in Targeting a Marketing Campain. August 2002.
D Gamberger, N Lavrac, and D Wettschereck. Subgroup Visualization: A Method and Application to Population Screening. August 2002.
D Gamberger and N Lavrac. Generating actionable knowledge by subgroup discovery. August 2002.
S Gasar, M Bohanec, and V Rajkovic. Combined data mining and decision support approach to the prediction of academic achievement. August 2002.
A Jorge, [[J Po\ccas]], and P Azevedo. A Post-processing Environment for Browsing Large Sets of Association Rules. August 2002.
N Lavrac, P Flach, B Kavsek, and L Todorovski. Rule Induction for Subgroup Discovery with CN2-SD. August 2002.
S Moyle, M Bohanec, and E Ostrowski. Large and Tall Buildings: A case study in the application of Decision Support and Data Mining. August 2002.
O Stepankova, J Klema, and P Miksovsky. Collaborative Data Mining and Data Exchange: A Case Study. August 2002.
L Todorovski, B Cestnik, M Kline, N Lavrac, and S Dzeroski. Qualitative Clustering of Short Time-Series: A Case Study of Firms Reputation Data. August 2002.
D Wettschereck and Students. Educational Data Preprocessing. August 2002.
D Wettschereck. A KDDSE-independent PMML Visualizer. August 2002.
S Wu and P Flach. Feature selection with labelled and unlabelled data. August 2002.
S Wu and P Flach. Model Selection for Dynamic Processes. August 2002.
H Blockeel and S Moyle. Collaborative data mining needs centralised model evaluation. July 2002.
C Ferri, P Flach, and J Hernandez-Orallo. Learning Decision Trees Using the Area Under the ROC curve. July 2002.
P Flach and N Lavrac. Learning in clausal logic: a perspective on inductive logic programming. July 2002.
T Gaertner, J Lloyd, and P Flach. Kernels for Structured Data. July 2002.
T Gaertner, P Flach, A Kowalczyk, and A Smola. Multi-Instance Kernels. July 2002.
D Gamberger and N Lavrac. Descriptive induction through subgroup discovery: A case study in a medical domain. July 2002.
D Gamberger, N Lavrac, and D Wettschereck. Subgroup Visualization: A Method and Application in Population Screening. July 2002.
N Lachiche and P Flach. 1BC2: a True First-Order Bayesian Classifier. July 2002.
N Lavrac, D Gamberger, and P Flach. Subgroup Discovery for Actionable Knowledge Generation: Shortcomings of Classification Rule Learning and the Lessons Learned. July 2002.
N Lavrac, F Zelezny, and P Flach. RSD: Relational subgroup discovery through first-order feature construction. July 2002.
D Mladenic, M Grobelnik, and M Jermol. Exploiting text mining in publishing and education. July 2002.
D Mladenic, O Stepankova, J Petrak, J Palous, MA Alves, A Jorge, D Bojadziev, and P Flach. Developing and maintaining an EU project Website. June 2002.
S 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. June 2002.
D Gamberger, N Lavrac, and G Krstacic. Confirmation rule induction and its applications to coronary heart disease diagnosis and risk group discovery. May 2002.
N Lavrac, T Urbancic, and A Orel. Virtual enterprise for data mining and decision support: a model for networkin g academia and business. May 2002.
N Lavrac, T Urbancic, and A Orel. Virtual enterprise for data mining and decision support: a model for networking academia and business. May 2002.
P Aubrecht, F Zelezny, P Miksovsky, and O Stepankova. SumatraTT: Towards a Universal Data Preprocessor. April 2002.
O Stepankova, S Lauryn, P Aubrecht, J Klema, P Miksovsky, L Novakova, and J Palous. Data Mining for Resource Allocation: A Case Study. February 2002.
H Blockeel and J Struyf. Deriving biased classifiers for improved ROC performance. 2002.
H Blockeel and S Moyle. Centralized model evaluation for collaborative data mining. 2002.

2001:

S Dzeroski and N Lavrac. An introduction to inductive logic programming. December 2001.
L Saitta and N Lavrac, editors. Machine learning: a technological roadmap. December 2001.
N Lavrac, T Urbancic, and A Orel. Virtual enterprise models for networking academia and business. November 2001.
N Lavrac, T Urbancic, and A Orel. Virtual enterprise models for networking academia and business. November 2001.
S Moyle and A Srinivasan. Classificatory Challenge-Data Mining: A recipe. November 2001.
P Aubrecht, F Zelezny, P Miksovsky, and O Stepankova. Progress in SumatraTT: ILP Connectivity and More New Features. November 2001.
H Blockeel and J Struyf. Deriving biased classifiers for better ROC performance. October 2001.
M Bohanec. What is Decision Support?. October 2001.
B Cestnik and M Bohanec. Decision support system for housing loan allocation. October 2001.
M Grobelnik. Technical Level Standards for Data Mining. October 2001.
N Lavrac and M Bohanec. Aspects of data mining and decision support integration. October 2001.
N Lavrac and P Flach. An extended transformation approach to inductive logic programming. October 2001.
D Mladenic and M Grobelnik. Overview of Text Mining and Web Mining (in Slovene). October 2001.
D Mladenic. Presentation of the 5th framework EU project Sol-Eu-Net (in Slovene). October 2001.
S Moyle and A Srinivasan. Classificatory challenge-data mining: a recipe. October 2001.
M Skrjanc, T Urbancic, and P Flach. Web-based overview of data mining and decision support courses. October 2001.
T Urbancic, M Bohanec, and B Kontic. Collaborative learning in environmental decision making. October 2001.
M Grobelnik. Technical level standards for data mining. September 2001.
B Kavsek and N Lavrac. The CN2 rule induction algorithm with weighted relative accuracy. September 2001.
B Kavsek, N Lavrac, and A Ferligoj. Hierarchical clustering of multiple decision trees. September 2001.
B Kavsek, N Lavrac, and A Ferligoj. Consensus decision trees: Using consensus hierarchical clustering for data relabelling and reduction. September 2001.
N Lavrac and D Gamberger. Saturation filtering for noise and outlier detection. September 2001.
D Mladenic. Analysis of large text data - Text-Mining.. September 2001.
D Mladenic. EU project: data mining and decision support for business competativeness: a European virtual enterprise (Sol-Eu-Net). September 2001.
A Voss, G Richter, S Moyle, and A Jorge. Collaboration support for virtual data mining enterprises. September 2001.
M Skrjanc, M Grobelnik, and D Zupanic. Ozemanje podatkov slovenskega medijskega prostora = Mining the Slovenian media space data. September 2001.
M Skrjanc, M Grobelnik, and D Zupanic. Insights offered by data-mining when analyzing media space data. September 2001.
H Blockeel and J Struyf. Frankenstein Classifiers: Some experiments on the Sisyphus data set. September 2001.
M Bohanec, S Moyle, D Wettschereck, and P Miksovsk&ygrave;. A Software Architecture for Data Pre-Processing using Data Mining and Decision Support Models. September 2001.
M Bohanec and B Zupan. Integrating Decision Support and Data Mining by Hierarchical Multi-Attribute Decision Models. September 2001.
B Cestnik and M Bohanec. Decision Support in Housing Loan Allocation: A Case Study. September 2001.
PA Flach and D Gamberger. Subgroup evaluation and decision support for a direct mailing marketing problem. September 2001.
T Gärtner, S Wu, and PA Flach. Data Mining on the Sisyphus Dataset: Evaluation and Integration of Results. September 2001.
V Jovanoski and N Lavrac. Classification rule learning with APRIORI-C. September 2001.
J Klema and J Palous. iBARET - instance-based reasoning tool. September 2001.
N Lavrac. Data Mining and Decision Support: A note on the issues of their integration and their relation to Expert Systems. September 2001.
R Leite and P Brazdil. Attribute Selection via Subsampling. September 2001.
S Moyle and A Jorge. RAMSYS - A methodology for supporting rapid remote collaborative data mining projects. September 2001.
Y Peng and P Flach. Soft Discretization to Enhance the Continuous Decision Tree Induction. September 2001.
M Skrjanc, M Grobelnik, and D Zupanic. Insights offered by data-mining when analyzing media space data. September 2001.
T Urbancic, M Bohanec, and B Kontic. Learning Through Collaborative Problem-Solving: A Case in Environmental Decision Making. September 2001.
A Voss, T Gärtner, and S Moyle. Zeno for Rapid Collaboration in Data Mining Projects. September 2001.
D Wettschereck and S Müller. Exchanging Data Mining Models with the Predictive Modelling Markup Language. September 2001.
F Zelezny, P Aubrecht, and P Miksovsky. Connecting Sumatra to Aleph. September 2001.
B Zupan, J Demsar, M Kattan, M Ohori, M Graefen, M Bohanec, and J Beck. Orange and Decisions-at-Hand: Bridging Predictive Data Mining and Decision Support. September 2001.
S Kramer, N Lavrac, and P Flach. Propositionalization approaches to relational data mining.. August 2001.
L Todorovski, I Weber, N Lavrac, O Stepánkova, S Dzeroski, D Kazakov, D Zupanic, and P Flach. Internet resources on ILP for KDD. August 2001.
P Flach, D Gamberger, and S Wu. Subgroup discovery on Fructal data. August 2001.
S Wu and P Flach. Data mining on Thrombin dataset. August 2001.
F Zelezny. Learning Functional Logic Programs From Positive Data Containing Normally Distributed Noise. June 2001.
M Skrjanc, D Zupanic, and M Grobelnik. Data analysis report on Mediana data set: Soleunet. May 2001.
M Bohanec and M Kelly. Data mining + decision tools = better business 2. April 2001.
N Lavrac and M Kelly. Data mining + decision tools = better business 1. April 2001.
T Gärtner. ROC analysis on Sisyphus Data. March 2001.
D Gamberger and N Lavrac. Filtering noisy instances and outliers. February 2001.
H Blockeel and J Struyf. {F}rankenstein classifiers: {S}ome experiments. 2001.
P Flach and D Gamberger. ROC analysis of Kline & Kline data. January 2001.
T Gärtner. The contribution of the University of Bristol to the Sisyphus data mining problem. January 2001.

2000:

N Lavrac, T Urbancic, S Moyle, D Mladenic, and M Stepanovic. A virtual European enterprise in data mining and decision support. December 2000.
PA Flach. On the state of the art in Machine Learning: a personal review. December 2000.
D Gamberger, N Lavrac, G Krstacic, and T Smuc. Inconsistency tests for patient records in a coronary heart disease database. September 2000.
D Gamberger and N Lavrac. Confirmation rule sets. September 2000.
N Lavrac, E Keravnou, and B Zupan. Intelligent data analysis in medicine. September 2000.
L Todorovski and S Dzeroski. Combining Multiple Models with Meta Decision Trees. September 2000.
F Zelezny, P Miksovsky, O Stepankova, and J Zidek. KDD in Telecommnications. September 2000.
L Todorovski, P Flach, and N Lavrac. Predictive Performance of Weighted Relative Accuracy. September 2000.
P Flach, E Ross, M Skrjanc, and T Urbancic. Analysis of machine learning and decision support courses. August 2000.
D Gamberger, N Lavrac, G Krstacic, and T Smuc. Inconsistency tests for patient records in a coronary heart disease database. August 2000.
F Zelezny, P Miksovsky, O Stepankova, and J Zidek. ILP for automated telephony. July 2000.
PA Flach and N Lavrac. The role of feature construction in inductive rule learning. July 2000.
P Miksovsky and O Stepankova. Data preprocessing for data mining. June 2000.
PA Flach and N Lachiche. Decomposing probability distributions on structured individuals. May 2000.
N Lavrac, D Mladenic, T Urbancic, and M Stepanovic. Inteligentna analiza podatkov in podpora odlocanju (Intelligent data analysis and decision support) in slovene. April 2000.
N Lavrac, E Keravnou, and B Zupan. Intelligent data analysis in medicine. April 2000.