| 2003 | A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting. Susanne Hoche, Stefan Wrobel |
| 2003 | A Multi-relational Decision Tree Learning Algorithm - Implementation and Experiments. Anna Atramentov, Hector Leiva, Vasant G. Honavar |
| 2003 | A Personal View of How Best to Apply ILP. Ross D. King |
| 2003 | Agents that Reason and Learn. John W. Lloyd |
| 2003 | An Effective Grammar-Based Compression Algorithm for Tree Structured Data. Kazunori Yamagata, Tomoyuki Uchida, Takayoshi Shoudai, Yasuaki Nakamura |
| 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 | Applying Theory Revision to the Design of Distributed Databases. Fernanda Araújo Baião, Marta Mattoso, Jude W. Shavlik, Gerson Zaverucha |
| 2003 | Comparative Evaluation of Approaches to Propositionalization. Mark-A. Krogel, Simon Alan Rawles, Filip Zelezný, Peter A. Flach, Nada Lavrac, Stefan Wrobel |
| 2003 | Complexity Parameters for First-Order Classes. Marta Arias, Roni Khardon |
| 2003 | Disjunctive Learning with a Soft-Clustering Method. Guillaume Cleuziou, Lionel Martin, Christel Vrain |
| 2003 | Efficient Data Structures for Inductive Logic Programming. Nuno A. Fonseca, Ricardo Rocha, Rui Camacho, Fernando M. A. Silva |
| 2003 | Efficient Learning of Unlabeled Term Trees with Contractible Variables from Positive Data. Yusuke Suzuki, Takayoshi Shoudai, Satoshi Matsumoto, Tomoyuki Uchida |
| 2003 | Estimating Maximum Likelihood Parameters for Stochastic Context-Free Graph Grammars. Tim Oates, Shailesh Doshi, Fang Huang |
| 2003 | Graph Kernels and Gaussian Processes for Relational Reinforcement Learning. Thomas Gärtner, Kurt Driessens, Jan Ramon |
| 2003 | Hybrid Abductive Inductive Learning: A Generalisation of Progol. Oliver Ray, Krysia Broda, Alessandra Russo |
| 2003 | ILP for Mathematical Discovery. Simon Colton, Stephen H. Muggleton |
| 2003 | Ideal Refinement of Descriptions in AL-Log. Francesca A. Lisi, Donato Malerba |
| 2003 | Improved Distances for Structured Data. Dimitrios Mavroeidis, Peter A. Flach |
| 2003 | Induction of Enzyme Classes from Biological Databases. Stephen H. Muggleton, Alireza Tamaddoni-Nezhad, Hiroaki Watanabe |
| 2003 | Induction of the Effects of Actions by Monotonic Methods. Ramón P. Otero |
| 2003 | Inductive Logic Programming: 13th International Conference, ILP 2003, Szeged, Hungary, September 29-October 1, 2003, Proceedings Tamás Horváth |
| 2003 | Mining Model Trees: A Multi-relational Approach. Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2003 | On Condensation of a Clause. Kouichi Hirata |
| 2003 | Query Optimization in Inductive Logic Programming by Reordering Literals. Jan Struyf, Hendrik Blockeel |
| 2003 | Relational IBL in Music with a New Structural Similarity Measure. Asmir Tobudic, Gerhard Widmer |
| 2003 | Which First-Order Logic Clauses Can Be Learned Using Genetic Algorithms?. Flaviu Adrian Marginean |