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| Steffen Staab | Learning and the Semantic Web (Invited Lecture) | ps | |
| Hendrik Blockeel Jan Struyf | Frankenstein classifiers: Some experiments | ps | |
| Christophe Costa Florencio | Combinatory Categorial Grammars and Finite Elasticity | ps | |
| C.H.A. Koster M. Seutter J. Beney | Classifying Patent Applications with Winnow | ps | |
| Patrice Latinne Marco Saerens Christine Decaestecker | Adjusting the Outputs of a Classifier to New a Priori Probabilities May Significantly Improve Classification Accuracy: Evidence from a Multi-Class Problem in Remote Sensing | ps | |
| Stephan Raaijmakers | Large Margin Plug-in Classification of Natural Language | ps | |
| Merlijn Sevenster Maarten van Someren | Multi-agent Version Space Learning by Relevance Sharing | ps | |
| Arno Siebes Ad Feelders | OFFER: Making the Right Offer at Customer Contact | ps | |
| Pieter Spronck Ida Sprinkhuizen-Kuyper Eric Postma | Infused Evolutionary Learning | ps | |
| Jan Struyf Hendrik Blockeel | Efficient Multi-Relational Data Mining | ps | |
| D.D.B. van Bragt J.A. La Poutre | Co-evolving Automata Negotiate with a Variety of Opponents | ps | |
| Eric Van Horenbeeck | Detecting State Transitions in a Stock Market with Many Agents | ps | |
| A.J.M.M. Weijters W.M.P van der Aalst | Rediscovering Workflow Models from Event-Based Data | ps |