| 2017 | Positive and Unlabeled Relational Classification Through Label Frequency Estimation. | Jessa Bekker, Jesse Davis |
| 2017 | A First-Order Axiomatization for Transition Learning with Rich Constraints. | Jchym Barvnek, Filip Zelezn |
| 2017 | Relational Affordance Learning for Task-Dependent Robot Grasping. | Laura Antanas, Anton Dries, Plinio Moreno, Luc De Raedt |
| 2017 | A Distribution Semantics for non-DL-Safe Probabilistic Hybrid Knowledge Bases. | Marco Alberti, Evelina Lamma, Fabrizio Riguzzi, Riccardo Zese |
| 2016 | Learning Datalog Programs from Input and Output. | Yisong Wang, Xu Wang, Yi Huang |
| 2016 | Towards Nonmonotonic Relational Learning from Knowledge Graphs. | Hai Dang Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Francesca A. Lisi, Gerhard Weikum |
| 2016 | Deeply Semantic Inductive Spatio-Temporal Learning. | Jakob Suchan, Mehul Bhatt, Carl Schultz |
| 2016 | Generation of Near-Optimal Solutions Using ILP-Guided Sampling. | Ashwin Srinivasan, Gautam Shroff, Lovekesh Vig, Sarmimala Saikia |
| 2016 | Learning Predictive Categories Using Lifted Relational Neural Networks. | Gustav Sourek, Suresh Manandhar, Filip Zelezn, Steven Schockaert, Ondrej Kuzelka |
| 2016 | Learning Relational Dependency Networks for Relation Extraction. | Ameet Soni, Dileep Viswanathan, Jude W. Shavlik, Sriraam Natarajan |
| 2016 | Activity Recognition in Multiple Contexts for Smart-House Data. | Kacper Sokol, Peter A. Flach |
| 2016 | Distributional Learning of Regular Formal Graph System of Bounded Degree. | Takayoshi Shoudai, Satoshi Matsumoto, Yusuke Suzuki |
| 2016 | How Does Predicate Invention Affect Human Comprehensibility? | Ute Schmid, Christina Zeller, Tarek R. Besold, Alireza Tamaddoni-Nezhad, Stephen H. Muggleton |
| 2016 | An Experimental Analysis of Whispers' Effect in Werewolf BBS by Relational Association Rules. | Saki Sakaguchi, Tomonobu Ozaki |
| 2016 | Using ILP to Analyse Ransomware Attacks. | Oliver Ray, Samuel Hicks, Steve Moyle |
| 2016 | Learning Through Advice-Seeking via Transfer. | Phillip Odom, Raksha Kumaraswamy, Kristian Kersting, Sriraam Natarajan |
| 2016 | Behavior Analysis of Executed and Attacked Players in Werewolf Game by ILP. | Ema Nishizaki, Tomonobu Ozaki |
| 2016 | Online Structure Learning for Traffic Management. | Evangelos Michelioudakis, Alexander Artikis, Georgios Paliouras |
| 2016 | Inductive Logic Programming Meets Relational Databases: Efficient Learning of Markov Logic Networks. | Marcin Malec, Tushar Khot, James G. Nagy, Erik Blask, Sriraam Natarajan |
| 2016 | A new Model for Scalable θ-subsumption. | Hippolyte Lger, Dominique Bouthinon, Mustapha Lebbah, Hanene Azzag-Khelif |
| 2016 | Learning Disjunctive Logic Programs from Interpretation Transition. | Yi Huang, Yisong Wang, Ying Zhang, Mingyi Zhang |
| 2016 | Toward Computing Conflict-Based Diagnoses in Probabilistic Logic Programming. | Arjen Hommersom, Marcos L. P. Bueno |
| 2016 | Sampling Random Bioinformatics Puzzles using Adaptive Probability Distributions. | Christian Theil Have, Emil Vincent Appel, Jette Bork-Jensen, Ole Torp Lassen |
| 2016 | Learning from Interpretation Transition using Feed-Forward Neural Networks. | Enguerrand Gentet, Sophie Tourret, Katsumi Inoue |
| 2016 | An Abductive-Inductive Algorithm for Probabilistic Inductive Logic Programming. | Stanislav Dragiev, Alessandra Russo, Krysia Broda, Mark Law, Calin-Rares Turliuc |