| 2015 | Inductive Logic Programming - 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers Jesse Davis, Jan Ramon |
| 2014 | Complex Aggregates over Clusters of Elements. Celine Vens, Sofie Van Gassen, Tom Dhaene, Yvan Saeys |
| 2014 | Construction of Complex Aggregates with Random Restart Hill-Climbing. Clément Charnay, Nicolas Lachiche, Agnès Braud |
| 2014 | Effectively Creating Weakly Labeled Training Examples via Approximate Domain Knowledge. Sriraam Natarajan, Jose Picado, Tushar Khot, Kristian Kersting, Christopher Ré, Jude W. Shavlik |
| 2014 | Goal and Plan Recognition via Parse Trees Using Prefix and Infix Probability Computation. Ryosuke Kojima, Taisuke Sato |
| 2014 | Inductive Learning Using Constraint-Driven Bias. Duangtida Athakravi, Dalal Alrajeh, Krysia Broda, Alessandra Russo, Ken Satoh |
| 2014 | Learning Prime Implicant Conditions from Interpretation Transition. Tony Ribeiro, Katsumi Inoue |
| 2014 | Logical Minimisation of Meta-Rules Within Meta-Interpretive Learning. Andrew Cropper, Stephen H. Muggleton |
| 2014 | Nonmonotonic Learning in Large Biological Networks. Stefano Bragaglia, Oliver Ray |
| 2014 | On the Complexity of Frequent Subtree Mining in Very Simple Structures. Pascal Welke, Tamás Horváth, Stefan Wrobel |
| 2014 | PageRank, ProPPR, and Stochastic Logic Programs. Dries Van Daele, Angelika Kimmig, Luc De Raedt |
| 2014 | Reframing on Relational Data. Chowdhury Farhan Ahmed, Clément Charnay, Nicolas Lachiche, Agnès Braud |
| 2014 | Statistical Relational Learning for Handwriting Recognition. Arti Shivram, Tushar Khot, Sriraam Natarajan, Venu Govindaraju |
| 2014 | The Most Probable Explanation for Probabilistic Logic Programs with Annotated Disjunctions. Dimitar Sht. Shterionov, Joris Renkens, Jonas Vlasselaer, Angelika Kimmig, Wannes Meert, Gerda Janssens |
| 2014 | Towards Machine Learning of Predictive Models from Ecological Data. Alireza Tamaddoni-Nezhad, David A. Bohan, Alan Raybould, Stephen H. Muggleton |