| 2013 | A Direct Policy-Search Algorithm for Relational Reinforcement Learning. | Samuel Sarjant, Bernhard Pfahringer, Kurt Driessens, Tony Smith |
| 2013 | Learning the Parameters of Probabilistic Description Logics. | Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese |
| 2013 | A BDD-Based Algorithm for Learning from Interpretation Transition. | Tony Ribeiro, Katsumi Inoue, Chiaki Sakama |
| 2013 | Accelerating Imitation Learning in Relational Domains via Transfer by Initialization. | Sriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli |
| 2013 | Uplift Modeling with ROC: An SRL Case Study. | Houssam Nassif, Finn Kuusisto, Elizabeth S. Burnside, Jude W. Shavlik |
| 2013 | Comparison between Explicit Learning and Implicit Modeling of Relational Features in Structured Output Spaces. | Ajay Nagesh, Naveen Nair, Ganesh Ramakrishnan |
| 2013 | MetaBayes: Bayesian Meta-Interpretative Learning Using Higher-Order Stochastic Refinement. | Stephen H. Muggleton, Dianhuan Lin, Jianzhong Chen, Alireza Tamaddoni-Nezhad |
| 2013 | Learning Multiple Description Logics Concepts. | Raphael Melo, Kate Revoredo, Aline Paes |
| 2013 | A FOIL-Like Method for Learning under Incompleteness and Vagueness. | Francesca A. Lisi, Umberto Straccia |
| 2013 | Modeling of Resilient Systems in Default Logic. | Andrei Doncescu |
| 2013 | Incremental Construction of Complex Aggregates: Counting over a Secondary Table. | Clment Charnay, Nicolas Lachiche, Agns Braud |
| 2013 | AND Parallelism for ILP: The APIS System. | Rui Camacho, Ruy Ramos, Nuno A. Fonseca |
| 2013 | Learning Through Hypothesis Refinement Using Answer Set Programming. | Duangtida Athakravi, Domenico Corapi, Krysia Broda, Alessandra Russo |
| 2012 | Learning Unordered Tree Contraction Patterns in Polynomial Time. | Yuta Yoshimura, Takayoshi Shoudai |
| 2012 | Non-monotone Dualization via Monotone Dualization. | Yoshitaka Yamamoto, Koji Iwanuma, Katsumi Inoue |
| 2012 | Heuristic Inverse Subsumption in Full-Clausal Theories. | Yoshitaka Yamamoto, Katsumi Inoue, Koji Iwanuma |
| 2012 | Learning Dishonesty. | Chiaki Sakama |
| 2012 | What Kinds of Relational Features Are Useful for Statistical Learning? | Amrita Saha, Ashwin Srinivasan, Ganesh Ramakrishnan |
| 2012 | Hybrid Logical Bayesian Networks. | Irma Ravkic, Jan Ramon, Jesse Davis |
| 2012 | A Wordification Approach to Relational Data Mining: Early Results. | Matic Perovsek, Anze Vavpetic, Nada Lavrac |
| 2012 | On Computing Minimal Generators in Multi-Relational Data Mining with respect to theta-Subsumption. | Noriaki Nishio, Atsuko Mutoh, Nobuhiro Inuzuka |
| 2012 | Probing the Space of Optimal Markov Logic Networks for Sequence Labeling. | Naveen Nair, Ajay Nagesh, Ganesh Ramakrishnan |
| 2012 | Opening Doors: An Initial SRL Approach. | Bogdan Moldovan, Laura Antanas, McElory Hoffmann |
| 2012 | Identifying Driver's Cognitive Load Using Inductive Logic Programming. | Fumio Mizoguchi, Hayato Ohwada, Hiroyuki Nishiyama, Hirotoshi Iwasaki |
| 2012 | A Declarative Modeling Language for Concept Learning in Description Logics. | Francesca Alessandra Lisi |