| 2004 | Learning Logic Programs with Annotated Disjunctions. | Fabrizio Riguzzi |
| 2004 | Improving Rule Evaluation Using Multitask Learning. | Mark D. Reid |
| 2004 | Systems Biology: A New Challenge for ILP. | Steve Oliver |
| 2004 | An Efficient Algorithm for Reducing Clauses Based on Constraint Satisfaction Techniques. | Jrme Maloberti, Einoshin Suzuki |
| 2004 | Efficient Evaluation of Candidate Hypotheses in AL-log. | Francesca A. Lisi, Floriana Esposito |
| 2004 | Learning Goal Hierarchies from Structured Observations and Expert Annotations. | Tolga Knik, John E. Laird |
| 2004 | Logical Markov Decision Programs and the Convergence of Logical TD(lambda). | Kristian Kersting, Luc De Raedt |
| 2004 | Circumscription Policies for Induction. | Katsumi Inoue, Haruka Saito |
| 2004 | Generalization Algorithms for Second-Order Terms. | Kouichi Hirata, Takeshi Ogawa, Masateru Harao |
| 2004 | Learning Ensembles of First-Order Clauses for Recall-Precision Curves: A Case Study in Biomedical Information Extraction. | Mark H. Goadrich, Louis Oliphant, Jude W. Shavlik |
| 2004 | On Avoiding Redundancy in Inductive Logic Programming. | Nuno A. Fonseca, Vtor Santos Costa, Fernando M. A. Silva, Rui Camacho |
| 2004 | Automatic Induction of First-Order Logic Descriptors Type Domains from Observations. | Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro |
| 2004 | Learning, Logic, and Probability: A Unified View. | Pedro M. Domingos |
| 2004 | Learning an Approximation to Inductive Logic Programming Clause Evaluation. | Frank DiMaio, Jude W. Shavlik |
| 2004 | From Promising to Profitable Applications of ILP: A Case Study in Drug Discovery. | Luc Dehaspe |
| 2004 | At the Interface of Inductive Logic Programming and Statistics. | James Cussens |
| 2004 | Automated Synthesis of Data Analysis Programs: Learning in Logic. | Wray L. Buntine |
| 2004 | FOIL-D: Efficiently Scaling FOIL for Multi-relational Data Mining of Large Datasets. | Joseph Bockhorst, Irene M. Ong |
| 2004 | On the Effect of Caching in Recursive Theory Learning. | Margherita Berardi, Antonio Varlaro, Donato Malerba |
| 2004 | Bottom-Up ILP Using Large Refinement Steps. | Marta Arias, Roni Khardon |
| 2004 | Macro-Operators Revisited in Inductive Logic Programming. | rick Alphonse |
| 2003 | An Effective Grammar-Based Compression Algorithm for Tree Structured Data. | Kazunori Yamagata, Tomoyuki Uchida, Takayoshi Shoudai, Yasuaki Nakamura |
| 2003 | Relational IBL in Music with a New Structural Similarity Measure. | Asmir Tobudic, Gerhard Widmer |
| 2003 | Efficient Learning of Unlabeled Term Trees with Contractible Variables from Positive Data. | Yusuke Suzuki, Takayoshi Shoudai, Satoshi Matsumoto, Tomoyuki Uchida |
| 2003 | Query Optimization in Inductive Logic Programming by Reordering Literals. | Jan Struyf, Hendrik Blockeel |