| 2015 | Statistical Relational Learning with Soft Quantifiers. | Golnoosh Farnadi, Stephen H. Bach, Marjon Blondeel, Marie-Francine Moens, Lise Getoor, Martine De Cock |
| 2015 | Logical Vision: Meta-Interpretive Learning for Simple Geometrical Concepts. | Wang-Zhou Dai, Stephen H. Muggleton, Zhi-Hua Zhou |
| 2015 | Meta-Interpretive Learning of Data Transformation Programs. | Andrew Cropper, Alireza Tamaddoni-Nezhad, Stephen H. Muggleton |
| 2015 | Distributed Parameter Learning for Probabilistic Ontologies. | Giuseppe Cota, Riccardo Zese, Elena Bellodi, Fabrizio Riguzzi, Evelina Lamma |
| 2015 | CARAF: Complex Aggregates within Random Forests. | Clment Charnay, Nicolas Lachiche, Agns Braud |
| 2015 | Relational Kernel-Based Grasping with Numerical Features. | Laura Antanas, Plinio Moreno, Luc De Raedt |
| 2014 | On the Complexity of Frequent Subtree Mining in Very Simple Structures. | Pascal Welke, Tams Horvth, Stefan Wrobel |
| 2014 | Complex Aggregates over Clusters of Elements. | Celine Vens, Sofie Van Gassen, Tom Dhaene, Yvan Saeys |
| 2014 | Towards Machine Learning of Predictive Models from Ecological Data. | Alireza Tamaddoni-Nezhad, David A. Bohan, Alan Raybould, Stephen H. Muggleton |
| 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 | Statistical Relational Learning for Handwriting Recognition. | Arti Shivram, Tushar Khot, Sriraam Natarajan, Venu Govindaraju |
| 2014 | Learning Prime Implicant Conditions from Interpretation Transition. | Tony Ribeiro, Katsumi Inoue |
| 2014 | Effectively Creating Weakly Labeled Training Examples via Approximate Domain Knowledge. | Sriraam Natarajan, Jose Picado, Tushar Khot, Kristian Kersting, Christopher R, Jude W. Shavlik |
| 2014 | Goal and Plan Recognition via Parse Trees Using Prefix and Infix Probability Computation. | Ryosuke Kojima, Taisuke Sato |
| 2014 | PageRank, ProPPR, and Stochastic Logic Programs. | Dries Van Daele, Angelika Kimmig, Luc De Raedt |
| 2014 | Logical Minimisation of Meta-Rules Within Meta-Interpretive Learning. | Andrew Cropper, Stephen H. Muggleton |
| 2014 | Construction of Complex Aggregates with Random Restart Hill-Climbing. | Clment Charnay, Nicolas Lachiche, Agns Braud |
| 2014 | Nonmonotonic Learning in Large Biological Networks. | Stefano Bragaglia, Oliver Ray |
| 2014 | Inductive Learning Using Constraint-Driven Bias. | Duangtida Athakravi, Dalal Alrajeh, Krysia Broda, Alessandra Russo, Ken Satoh |
| 2014 | Reframing on Relational Data. | Chowdhury Farhan Ahmed, Clment Charnay, Nicolas Lachiche, Agns Braud |
| 2013 | On Differentially Private Inductive Logic Programming. | Chen Zeng, Eric Lantz, Jeffrey F. Naughton, David Page |
| 2013 | Preface. | |
| 2013 | Background Knowledge-enrichment for Bottom Clauses Improving. | Orlando Muoz Texzocotetla, Ren MacKinney-Romero |
| 2013 | Generalized Counting for Lifted Variable Elimination. | Nima Taghipour, Jesse Davis, Hendrik Blockeel |
| 2013 | Predicting Top-k Trends on Twitter using Graphlets and Time Features. | Gustav Sourek, Ondrej Kuzelka, Filip Zelezn |