| 2012 | Itemset-Based Variable Construction in Multi-relational Supervised Learning. | Dhafer Lahbib, Marc Boull, Dominique Laurent |
| 2012 | Bounded Least General Generalization. | Ondrej Kuzelka, Andrea Szabov, Filip Zelezn |
| 2012 | Fast Parameter Learning for Markov Logic Networks Using Bayes Nets. | Hassan Khosravi |
| 2012 | Creative Problem Solving by Concept Generation Using Relation Structure. | Katsutoshi Kanamori, Hayato Ohwada |
| 2012 | Propositionalisation of Continuous Attributes beyond Simple Aggregation. | Soufiane El Jelali, Agns Braud, Nicolas Lachiche |
| 2012 | Polynomial Time Pattern Matching Algorithm for Ordered Graph Patterns. | Takahiro Hino, Yusuke Suzuki, Tomoyuki Uchida, Yuko Itokawa |
| 2012 | A Problog Model for Analyzing Gene Regulatory Networks. | Antnio Gonalves, Irene M. Ong, Jeffrey A. Lewis, Vtor Santos Costa |
| 2012 | Evaluating Inference Algorithms for the Prolog Factor Language. | Tiago Gomes, Vtor Santos Costa |
| 2012 | Pairwise Markov Logic. | Daan Fierens, Kristian Kersting, Jesse Davis, Jian Chen, Martin Mladenov |
| 2012 | Topic Models with Relational Features for Drug Design. | Tanveer A. Faruquie, Ashwin Srinivasan, Ross D. King |
| 2012 | MicroRNAs Robustness in Genetic Regulatory Networks. | Andrei Doncescu, Katsumi Inoue, Jacques Demongeot |
| 2012 | A Link-Based Method for Propositionalization. | Quang-Thang Dinh, Christel Vrain, Matthieu Exbrayat |
| 2012 | A Refinement Operator for Inducing Threaded-Variable Clauses. | Angelos Charalambidis, Stasinos Konstantopoulos |
| 2012 | A Relational Approach to Tool-Use Learning in Robots. | Solly Brown, Claude Sammut |
| 2012 | Towards an Automated Pattern Selection Procedure in Software Models. | Alexander van Den Berghe, Jan Van Haaren, Stefan Van Baelen, Yolande Berbers, Wouter Joosen |
| 2011 | Learning from Linked Data by Markov Logic. | Man Zhu, Zhiqiang Gao |
| 2011 | Satisfiability Machines. | Filip Zelezn |
| 2011 | Polynomial Time Inductive Inference of Cograph Pattern Languages from Positive Data. | Yuta Yoshimura, Takayoshi Shoudai, Yusuke Suzuki, Tomoyuki Uchida, Tetsuhiro Miyahara |
| 2011 | Comparison of Upward and Downward Generalizations in CF-Induction. | Yoshitaka Yamamoto, Katsumi Inoue, Koji Iwanuma |
| 2011 | Graph Contraction Pattern Matching for Graphs of Bounded Treewidth. | Takashi Yamada, Takayoshi Shoudai |
| 2011 | Projection-Based PILP: Computational Learning Theory with Empirical Results. | Hiroaki Watanabe, Stephen H. Muggleton |
| 2011 | Exploiting Constraints. | Toby Walsh |
| 2011 | Kernel-Based Logical and Relational Learning with kLog for Hedge Cue Detection. | Mathias Verbeke, Paolo Frasconi, Vincent Van Asch, Roser Morante, Walter Daelemans, Luc De Raedt |
| 2011 | Using Ontologies in Semantic Data Mining with g-SEGS and Aleph. | Anze Vavpetic, Nada Lavrac |
| 2011 | Multivalue Learning in ILP. | Orlando Muoz Texzocotetla, Ren MacKinney-Romero |