| 2006 | Induction of Fuzzy and Annotated Logic Programs. | Toms Horvth, Peter Vojts |
| 2006 | Frequent Hypergraph Mining. | Tams Horvth, Bjrn Bringmann, Luc De Raedt |
| 2006 | Combining Macro-operators with Control Knowledge. | Roco Garca-Durn, Fernando Fernndez, Daniel Borrajo |
| 2006 | Inductive Logic Programming for Gene Regulation Prediction. | Sebastian Frhler, Stefan Kramer |
| 2006 | An ILP Refinement Operator for Biological Grammar Learning. | Daniel Fredouille, Christopher H. Bryant, Channa K. Jayawickreme, Steven Jupe, Simon Topp |
| 2006 | Inductive Mercury Programming. | Barnaby Fisher, James Cussens |
| 2006 | Efficient and Scalable Induction of Logic Programs Using a Deductive Database System. | Michel Ferreira, Nuno A. Fonseca, Ricardo Rocha, Tiago Soares |
| 2006 | Minimal Distance-Based Generalisation Operators for First-Order Objects. | Vicent Estruch, Csar Ferri, Jos Hernndez-Orallo, M. Jos Ramrez-Quintana |
| 2006 | Towards Automating Simulation-Based Design Verification Using ILP. | Kerstin Eder, Peter A. Flach, Hsiou-Wen Hsueh |
| 2006 | An Efficient Algorithm for Computing Kernel Function Defined with Anti-unification. | Koichiro Doi, Tetsuya Yamashita, Akihiro Yamamoto |
| 2006 | Structuring Natural Language Data by Learning Rewriting Rules. | Guillaume Cleuziou, Lionel Martin, Christel Vrain |
| 2006 | Multi-class Prediction Using Stochastic Logic Programs. | Jianzhong Chen, Lawrence A. Kelley, Stephen H. Muggleton, Michael J. E. Sternberg |
| 2006 | Towards Learning Non-recursive LPADs by Transforming Them into Bayesian Networks. | Hendrik Blockeel, Wannes Meert |
| 2006 | Learning Recursive Patterns for Biomedical Information Extraction. | Margherita Berardi, Donato Malerba |
| 2006 | Extracting Requirements from Scenarios with ILP. | Dalal Alrajeh, Oliver Ray, Alessandra Russo, Sebastin Uchitel |
| 2006 | Extension of the Top-Down Data-Driven Strategy to ILP. | rick Alphonse, Cline Rouveirol |
| 2006 | On the Connection Between the Phase Transition of the Covering Test and the Learning Success Rate. | rick Alphonse, Aomar Osmani |
| 2005 | Efficient Sampling in Relational Feature Spaces. | Filip Zelezn |
| 2005 | Why Computers Need to Learn About Music. | Gerhard Widmer |
| 2005 | Classifying Relational Data with Neural Networks. | Werner Uwents, Hendrik Blockeel |
| 2005 | Polynomial Time Inductive Inference of TTSP Graph Languages from Positive Data. | Ryoji Takami, Yusuke Suzuki, Tomoyuki Uchida, Takayoshi Shoudai, Yasuaki Nakamura |
| 2005 | A Study of Applying Dimensionality Reduction to Restrict the Size of a Hypothesis Space. | Ashwin Srinivasan, Ravi Kothari |
| 2005 | Five Problems in Five Areas for Five Years. | Ashwin Srinivasan |
| 2005 | Deriving a Stationary Dynamic Bayesian Network from a Logic Program with Recursive Loops. | Yi-Dong Shen, Qiang Yang |
| 2005 | Inductive Equivalence of Logic Programs. | Chiaki Sakama, Katsumi Inoue |