| 2003 | Hybrid Abductive Inductive Learning: A Generalisation of Progol. | Oliver Ray, Krysia Broda, Alessandra Russo |
| 2003 | Induction of the Effects of Actions by Monotonic Methods. | Ramn P. Otero |
| 2003 | Estimating Maximum Likelihood Parameters for Stochastic Context-Free Graph Grammars. | Tim Oates, Shailesh Doshi, Fang Huang |
| 2003 | Induction of Enzyme Classes from Biological Databases. | Stephen H. Muggleton, Alireza Tamaddoni-Nezhad, Hiroaki Watanabe |
| 2003 | Improved Distances for Structured Data. | Dimitrios Mavroeidis, Peter A. Flach |
| 2003 | An Exhaustive Matching Procedure for the Improvement of Learning Efficiency. | Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito, Nicola Fanizzi |
| 2003 | Which First-Order Logic Clauses Can Be Learned Using Genetic Algorithms?. | Flaviu Adrian Marginean |
| 2003 | Agents that Reason and Learn. | John W. Lloyd |
| 2003 | Ideal Refinement of Descriptions in AL-Log. | Francesca A. Lisi, Donato Malerba |
| 2003 | Comparative Evaluation of Approaches to Propositionalization. | Mark-A. Krogel, Simon Alan Rawles, Filip Zelezn, Peter A. Flach, Nada Lavrac, Stefan Wrobel |
| 2003 | A Personal View of How Best to Apply ILP. | Ross D. King |
| 2003 | A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting. | Susanne Hoche, Stefan Wrobel |
| 2003 | On Condensation of a Clause. | Kouichi Hirata |
| 2003 | Graph Kernels and Gaussian Processes for Relational Reinforcement Learning. | Thomas Grtner, Kurt Driessens, Jan Ramon |
| 2003 | Efficient Data Structures for Inductive Logic Programming. | Nuno A. Fonseca, Ricardo Rocha, Rui Camacho, Fernando M. A. Silva |
| 2003 | ILP for Mathematical Discovery. | Simon Colton, Stephen H. Muggleton |
| 2003 | Disjunctive Learning with a Soft-Clustering Method. | Guillaume Cleuziou, Lionel Martin, Christel Vrain |
| 2003 | Applying Theory Revision to the Design of Distributed Databases. | Fernanda Arajo Baio, Marta Mattoso, Jude W. Shavlik, Gerson Zaverucha |
| 2003 | A Multi-relational Decision Tree Learning Algorithm - Implementation and Experiments. | Anna Atramentov, Hector Leiva, Vasant G. Honavar |
| 2003 | Complexity Parameters for First-Order Classes. | Marta Arias, Roni Khardon |
| 2003 | Mining Model Trees: A Multi-relational Approach. | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2002 | Lattice-Search Runtime Distributions May Be Heavy-Tailed. | Filip Zelezn, Ashwin Srinivasan, David Page |
| 2002 | Noise-Resistant Incremental Relational Learning Using Possible Worlds. | James Westendorp |
| 2002 | Experimental Investigation of Pruning Methods for Relational Pattern Discovery. | Irene Weber |
| 2002 | A Genetic Algorithms Approach to ILP. | Alireza Tamaddoni-Nezhad, Stephen H. Muggleton |