| 2001 | A Genetic Algorithm for Propositionalization. Agnès Braud, Christel Vrain |
| 2001 | A Refinement Operator for Theories. Liviu Badea |
| 2001 | Adaptive Bayesian Logic Programs. Kristian Kersting, Luc De Raedt |
| 2001 | An Automated ILP Server in the Field of Bioinformatics. Andreas Karwath, Ross D. King |
| 2001 | Application of ILP to Cardiac Arrhythmia Characterization for Chronicle Recognition. Rene Quiniou, Marie-Odile Cordier, Guy Carrault, Feng Wang |
| 2001 | Application of Pruning Techniques for Propositional Learning to Progol. Tomonobu Ozaki, Koichi Furukawa |
| 2001 | Classifying Uncovered Examples by Rule Stretching. Martin Eineborg, Henrik Boström |
| 2001 | Demand-Driven Construction of Structural Features in ILP. Stefan Kramer |
| 2001 | Discovering Associations between Spatial Objects: An ILP Application. Donato Malerba, Francesca A. Lisi |
| 2001 | Efficient Cross-Validation in ILP. Jan Struyf, Hendrik Blockeel |
| 2001 | From Shell Logs to Shell Scripts. Nico Jacobs, Hendrik Blockeel |
| 2001 | Induction of Stable Models. Ramón P. Otero |
| 2001 | Induction, Abduction, and Consequence-Finding. Katsumi Inoue |
| 2001 | Inductive Logic Programming, 11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001, Proceedings Céline Rouveirol, Michèle Sebag |
| 2001 | Learning Functions from Imperfect Positive Data. Filip Zelezný |
| 2001 | Learning Logic Programs with Neural Networks. Rodrigo Basilio, Gerson Zaverucha, Valmir Carneiro Barbosa |
| 2001 | Learning to Parse from a Treebank: Combining TBL and ILP. Miloslav Nepil |
| 2001 | Modelling Semi-structured Documents with Hedges for Deduction and Induction. Akihiro Yamamoto, Kimihito Ito, Akira Ishino, Hiroki Arimura |
| 2001 | Relational Learning Using Constrained Confidence-Rated Boosting. Susanne Hoche, Stefan Wrobel |
| 2001 | Theta-Subsumption in a Constraint Satisfaction Perspective. Jérôme Maloberti, Michèle Sebag |
| 2001 | Towards Combining Inductive Logic Programming with Bayesian Networks. Kristian Kersting, Luc De Raedt |
| 2001 | Transformation-Based Learning Using Multirelational Aggregation. Mark-A. Krogel, Stefan Wrobel |