| 2007 | Structural Statistical Software Testing with Active Learning in a Graph. | Nicolas Baskiotis, Michle Sebag |
| 2007 | Seeing the Forest Through the Trees. | Anneleen Van Assche, Hendrik Blockeel |
| 2007 | Clustering Relational Data Based on Randomized Propositionalization. | Grant Anderson, Bernhard Pfahringer |
| 2006 | Relational Data Mining Applied to Virtual Engineering of Product Designs. | Monika Zkov, Filip Zelezn, Javier A. Garca-Sedano, Cyril Masia Tissot, Nada Lavrac, Petr Kremen, Javier Molina |
| 2006 | ReMauve: A Relational Model Tree Learner. | Celine Vens, Jan Ramon, Hendrik Blockeel |
| 2006 | Word Sense Disambiguation Using Inductive Logic Programming. | Lucia Specia, Ashwin Srinivasan, Ganesh Ramakrishnan, Maria das Graas Volpe Nunes |
| 2006 | Untitled record | Olga Skvortsova |
| 2006 | Injecting Life with Computers. | Ehud Shapiro |
| 2006 | Integration of Learning and Reasoning Techniques. | Bart Selman |
| 2006 | Margin-Based First-Order Rule Learning. | Ulrich Rckert, Stefan Kramer |
| 2006 | ALLPAD: Approximate Learning of Logic Programs with Annotated Disjunctions. | Fabrizio Riguzzi |
| 2006 | Generalized Ordering-Search for Learning Directed Probabilistic Logical Models. | Jan Ramon, Tom Croonenborghs, Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe |
| 2006 | Revising Probabilistic Prolog Programs. | Luc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo, Hannu Toivonen |
| 2006 | ILP Through Propositionalization and Stochastic k-Term DNF Learning. | Aline Paes, Filip Zelezn, Gerson Zaverucha, C. David Page Jr., Ashwin Srinivasan |
| 2006 | Inferring Regulatory Networks from Time Series Expression Data and Relational Data Via Inductive Logic Programming. | Irene M. Ong, Scott E. Topper, C. David Page Jr., Vtor Santos Costa |
| 2006 | QG/GA: A Stochastic Search for Progol. | Stephen H. Muggleton, Alireza Tamaddoni-Nezhad |
| 2006 | The Complexity of Translating BLPs to RMMs. | Stephen H. Muggleton, Niels Pahlavi |
| 2006 | A Mining Algorithm Using Property Items Extracted from Sampled Examples. | Jun-ichi Motoyama, Shinpei Urazawa, Tomofumi Nakano, Nobuhiro Inuzuka |
| 2006 | First-Order Probabilistic Languages: Into the Unknown. | Brian Milch, Stuart Russell |
| 2006 | Challenges to Machine Learning: Relations Between Reality and Appearance. | John McCarthy |
| 2006 | Learning Modal Theories. | John W. Lloyd, Kee Siong Ng |
| 2006 | On the Missing Link Between Frequent Pattern Discovery and Concept Formation. | Francesca A. Lisi, Floriana Esposito |
| 2006 | Actions, Causation and Logic Programming. | Vladimir Lifschitz |
| 2006 | Relational Sequence Alignments and Logos. | Andreas Karwath, Kristian Kersting |
| 2006 | Boosting Descriptive ILP for Predictive Learning in Bioinformatics. | Ning Jiang, Simon Colton |