| 2008 | Learning Block-Preserving Outerplanar Graph Patterns and Its Application to Data Mining. | Hitoshi Yamasaki, Yosuke Sasaki, Takayoshi Shoudai, Tomoyuki Uchida, Yusuke Suzuki |
| 2008 | Learning Aggregate Functions with Neural Networks Using a Cascade-Correlation Approach. | Werner Uwents, Hendrik Blockeel |
| 2008 | Building Theories of the World: Human and Machine Learning Perspectives. | Joshua B. Tenenbaum |
| 2008 | A Note on Refinement Operators for IE-Based ILP Systems. | Alireza Tamaddoni-Nezhad, Stephen H. Muggleton |
| 2008 | A Statistical Approach to Incremental Induction of First-Order Hierarchical Knowledge Bases. | David J. Stracuzzi, Tolga Knik |
| 2008 | Brave Induction. | Chiaki Sakama, Katsumi Inoue |
| 2008 | A Comparison between Two Statistical Relational Models. | Lorenza Saitta, Christel Vrain |
| 2008 | Querying and Merging Heterogeneous Data by Approximate Joins on Higher-Order Terms. | Simon Price, Peter A. Flach |
| 2008 | Logical Hierarchical Hidden Markov Models for Modeling User Activities. | Sriraam Natarajan, Hung Hai Bui, Prasad Tadepalli, Kristian Kersting, Weng-Keen Wong |
| 2008 | L-Modified ILP Evaluation Functions for Positive-Only Biological Grammar Learning. | Thierry Mamer, Christopher H. Bryant, John A. W. McCall |
| 2008 | Foundations of Onto-Relational Learning. | Francesca A. Lisi, Floriana Esposito |
| 2008 | An Experiment in Robot Discovery with ILP. | Gregor Leban, Jure Zabkar, Ivan Bratko |
| 2008 | SRL without Tears: An ILP Perspective. | Kristian Kersting |
| 2008 | Feature Construction Using Theory-Guided Sampling and Randomised Search. | Sachindra Joshi, Ganesh Ramakrishnan, Ashwin Srinivasan |
| 2008 | Semantic Web Meets ILP: Unconsumated Love, or No Love Lost?. | Frank van Harmelen |
| 2008 | Feature Discovery with Type Extension Trees. | Paolo Frasconi, Manfred Jaeger, Andrea Passerini |
| 2008 | Learning with Kernels in Description Logics. | Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2008 | DL-FOIL Concept Learning in Description Logics. | Nicola Fanizzi, Claudia d'Amato, Floriana Esposito |
| 2008 | Using the Bottom Clause and Mode Declarations on FOL Theory Revision from Examples. | Ana Lusa Duboc, Aline Paes, Gerson Zaverucha |
| 2008 | Learning Expressive Models of Gene Regulation. | Mark Craven |
| 2008 | Discriminative Structure Learning of Markov Logic Networks. | Marenglen Biba, Stefano Ferilli, Floriana Esposito |
| 2008 | Information Overload and FP7 Funding Opportunities in 2009-10. | Stefano Bertolo |
| 2008 | Challenges in Relational Learning for Real-Time Systems Applications. | Mark Bartlett, Iain Bate, Dimitar Kazakov |
| 2008 | Top-Down Induction of Relational Model Trees in Multi-instance Learning. | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2008 | A Model to Study Phase Transition and Plateaus in Relational Learning. | rick Alphonse, Aomar Osmani |