| 2003 | Inductive Logic Programming, 12th International Conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised Papers Stan Matwin, Claude Sammut |
| 2002 | 1BC2: A True First-Order Bayesian Classifier. Nicolas Lachiche, Peter A. Flach |
| 2002 | A Genetic Algorithms Approach to ILP. Alireza Tamaddoni-Nezhad, Stephen H. Muggleton |
| 2002 | A Novel Approach to Machine Discovery: Genetic Programming and Stochastic Grammars. Alain Ratle, Michèle Sebag |
| 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 | An Empirical Evaluation of Bagging in Inductive Logic Programming. Inês de Castro Dutra, David Page, Vítor Santos Costa, Jude W. Shavlik |
| 2002 | Autocorrelation and Linkage Cause Bias in Evaluation of Relational Learners. David D. Jensen, Jennifer Neville |
| 2002 | Compact Representation of Knowledge Bases in ILP. Jan Struyf, Jan Ramon, Hendrik Blockeel |
| 2002 | Efficient and Effective Induction of First Order Decision Lists. Mary Elaine Califf |
| 2002 | Experimental Comparison of Graph-Based Relational Concept Learning with Inductive Logic Programming Systems. Jesus A. Gonzalez, Lawrence B. Holder, Diane J. Cook |
| 2002 | Experimental Investigation of Pruning Methods for Relational Pattern Discovery. Irene Weber |
| 2002 | Kernels for Structured Data. Thomas Gärtner, John W. Lloyd, Peter A. Flach |
| 2002 | Lattice-Search Runtime Distributions May Be Heavy-Tailed. Filip Zelezný, Ashwin Srinivasan, David Page |
| 2002 | Learnability of Description Logic Programs. Jörg-Uwe Kietz |
| 2002 | Learning Structure and Parameters of Stochastic Logic Programs. Stephen H. Muggleton |
| 2002 | Learning in Rich Representations: Inductive Logic Programming and Computational Scientific Discovery. Saso Dzeroski |
| 2002 | Learning with Feature Description Logics. Chad M. Cumby, Dan Roth |
| 2002 | Mining Frequent Logical Sequences with SPIRIT-L Cyrille Masson, François Jacquenet |
| 2002 | Noise-Resistant Incremental Relational Learning Using Possible Worlds. James Westendorp |
| 2002 | Propositionalization for Clustering Symbolic Relational Descriptions. Isabelle Bournaud, Mélanie Courtine, Jean-Daniel Zucker |
| 2002 | RSD: Relational Subgroup Discovery through First-Order Feature Construction. Nada Lavrac, Filip Zelezný, Peter A. Flach |
| 2002 | Revision of First-Order Bayesian Classifiers. Kate Revoredo, Gerson Zaverucha |
| 2002 | The Applicability to ILP of Results Concerning the Ordering of Binomial Populations. Ashwin Srinivasan |
| 2002 | Using Theory Completion to Learn a Robot Navigation Control Program. Stephen Moyle |