| 2002 | A Polynomial Time Matching Algorithm of Structured Ordered Tree Patterns for Data Mining from Semistructured Data. | Yusuke Suzuki, Kohtaro Inomae, Takayoshi Shoudai, Tetsuhiro Miyahara, Tomoyuki Uchida |
| 2002 | Compact Representation of Knowledge Bases in ILP. | Jan Struyf, Jan Ramon, Hendrik Blockeel |
| 2002 | The Applicability to ILP of Results Concerning the Ordering of Binomial Populations. | Ashwin Srinivasan |
| 2002 | Revision of First-Order Bayesian Classifiers. | Kate Revoredo, Gerson Zaverucha |
| 2002 | A Novel Approach to Machine Discovery: Genetic Programming and Stochastic Grammars. | Alain Ratle, Michle Sebag |
| 2002 | Learning Structure and Parameters of Stochastic Logic Programs. | Stephen H. Muggleton |
| 2002 | Using Theory Completion to Learn a Robot Navigation Control Program. | Stephen Moyle |
| 2002 | Mining Frequent Logical Sequences with SPIRIT-L | Cyrille Masson, Franois Jacquenet |
| 2002 | RSD: Relational Subgroup Discovery through First-Order Feature Construction. | Nada Lavrac, Filip Zelezn, Peter A. Flach |
| 2002 | 1BC2: A True First-Order Bayesian Classifier. | Nicolas Lachiche, Peter A. Flach |
| 2002 | Learnability of Description Logic Programs. | Jrg-Uwe Kietz |
| 2002 | Autocorrelation and Linkage Cause Bias in Evaluation of Relational Learners. | David D. Jensen, Jennifer Neville |
| 2002 | Experimental Comparison of Graph-Based Relational Concept Learning with Inductive Logic Programming Systems. | Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook |
| 2002 | Kernels for Structured Data. | Thomas Grtner, John W. Lloyd, Peter A. Flach |
| 2002 | Learning in Rich Representations: Inductive Logic Programming and Computational Scientific Discovery. | Saso Dzeroski |
| 2002 | An Empirical Evaluation of Bagging in Inductive Logic Programming. | Ins de Castro Dutra, David Page, Vtor Santos Costa, Jude W. Shavlik |
| 2002 | Learning with Feature Description Logics. | Chad M. Cumby, Dan Roth |
| 2002 | Efficient and Effective Induction of First Order Decision Lists. | Mary Elaine Califf |
| 2002 | Propositionalization for Clustering Symbolic Relational Descriptions. | Isabelle Bournaud, Mlanie Courtine, Jean-Daniel Zucker |
| 2001 | Learning Functions from Imperfect Positive Data. | Filip Zelezn |
| 2001 | Modelling Semi-structured Documents with Hedges for Deduction and Induction. | Akihiro Yamamoto, Kimihito Ito, Akira Ishino, Hiroki Arimura |
| 2001 | Efficient Cross-Validation in ILP. | Jan Struyf, Hendrik Blockeel |
| 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 | Induction of Stable Models. | Ramn P. Otero |