| 2010 | Learning Multi-class Theories in ILP. | Tarek Abudawood, Peter A. Flach |
| 2009 | Can ILP Be Applied to Large Datasets? | Hiroaki Watanabe, Stephen H. Muggleton |
| 2009 | Policy Transfer via Markov Logic Networks. | Lisa Torrey, Jude W. Shavlik |
| 2009 | Don't Fear Optimality: Sampling for Probabilistic-Logic Sequence Models. | Ingo Thon |
| 2009 | Parameter Screening and Optimisation for ILP Using Designed Experiments. | Ashwin Srinivasan, Ganesh Ramakrishnan |
| 2009 | ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries. | Hannes Schulz, Kristian Kersting, Andreas Karwath |
| 2009 | Finding Relational Associations in HIV Resistance Mutation Data. | Lothar Richter, Regina Augustin, Stefan Kramer |
| 2009 | Automatic Revision of Metabolic Networks through Logical Analysis of Experimental Data. | Oliver Ray, Ken E. Whelan, Ross D. King |
| 2009 | Transfer Learning via Relational Templates. | Scott Proper, Prasad Tadepalli |
| 2009 | Incorporating Linguistic Expertise Using ILP for Named Entity Recognition in Data Hungry Indian Languages. | Anup Patel, Ganesh Ramakrishnan, Pushpak Bhattacharyya |
| 2009 | Boosting First-Order Clauses for Large, Skewed Data Sets. | Louis Oliphant, Elizabeth S. Burnside, Jude W. Shavlik |
| 2009 | An Inductive Logic Programming Approach to Validate Hexose Binding Biochemical Knowledge. | Houssam Nassif, Hassan Al-Ali, Sawsan Khuri, Walid Keirouz, David Page |
| 2009 | ProGolem: A System Based on Relative Minimal Generalisation. | Stephen H. Muggleton, Jos Carlos Almeida Santos, Alireza Tamaddoni-Nezhad |
| 2009 | Chess Revision: Acquiring the Rules of Chess Variants through FOL Theory Revision from Examples. | Stephen H. Muggleton, Aline Paes, Vtor Santos Costa, Gerson Zaverucha |
| 2009 | Speeding Up Inference in Statistical Relational Learning by Clustering Similar Query Literals. | Lilyana Mihalkova, Matthew Richardson |
| 2009 | CP-Logic Theory Inference with Contextual Variable Elimination and Comparison to BDD Based Inference Methods. | Wannes Meert, Jan Struyf, Hendrik Blockeel |
| 2009 | Nonmonotonic Onto-Relational Learning. | Francesca A. Lisi, Floriana Esposito |
| 2009 | Ideal Downward Refinement in the | Jens Lehmann, Christoph Haase |
| 2009 | Inductive Generalization of Analytically Learned Goal Hierarchies. | Tolga Knik, Negin Nejati, Ugur Kuter |
| 2009 | Discovering Rules by Meta-level Abduction. | Katsumi Inoue, Koichi Furukawa, Ikuo Kobayashi, Hidetomo Nabeshima |
| 2009 | A Logic-Based Approach to Relation Extraction from Texts. | Tams Horvth, Gerhard Paass, Frank Reichartz, Stefan Wrobel |
| 2009 | Induction of Relational Algebra Expressions. | Joris J. M. Gillis, Jan Van den Bussche |
| 2009 | On the Relationship between Logical Bayesian Networks and Probabilistic Logic Programming Based on the Distribution Semantics. | Daan Fierens |
| 2009 | Towards Clausal Discovery for Stream Mining. | Anton Dries, Luc De Raedt |
| 2009 | Knowledge-Directed Theory Revision. | Kamal Ali, Kevin Leung, Tolga Knik, Dongkyu Choi, Daniel G. Shapiro |