| 2011 | Inductive Logic Programming - 20th International Conference, ILP 2010, Florence, Italy, June 27-30, 2010. Revised Papers Paolo Frasconi, Francesca A. Lisi |
| 2010 | A Numerical Refinement Operator Based on Multi-Instance Learning. Érick Alphonse, Tobias Girschick, Fabian Buchwald, Stefan Kramer |
| 2010 | Approximate Bayesian Computation for the Parameters of PRISM Programs. James Cussens |
| 2010 | Approximate Inference for Logic Programs with Annotated Disjunctions. Stefano Bragaglia, Fabrizio Riguzzi |
| 2010 | Automating the ILP Setup Task: Converting User Advice about Specific Examples into General Background Knowledge. Trevor Walker, Ciaran O'Reilly, Gautam Kunapuli, Sriraam Natarajan, Richard Maclin, David Page, Jude W. Shavlik |
| 2010 | BET : An Inductive Logic Programming Workbench. Srihari Kalgi, Chirag Gosar, Prasad Gawde, Ganesh Ramakrishnan, Kekin Gada, Chander Iyer, T. V. S. Kiran, Ashwin Srinivasan |
| 2010 | Can HOLL Outperform FOLL? Niels Pahlavi, Stephen H. Muggleton |
| 2010 | Extending ProbLog with Continuous Distributions. Bernd Gutmann, Manfred Jaeger, Luc De Raedt |
| 2010 | Fire! Firing Inductive Rules from Economic Geography for Fire Risk Detection. David Vaz, Vítor Santos Costa, Michel Ferreira |
| 2010 | Hypothesizing about Causal Networks with Positive and Negative Effects by Meta-level Abduction. Katsumi Inoue, Andrei Doncescu, Hidetomo Nabeshima |
| 2010 | Incremental Learning of Relational Action Models in Noisy Environments. Christophe Rodrigues, Pierre Gérard, Céline Rouveirol |
| 2010 | Interactive Discriminative Mining of Chemical Fragments. Nuno A. Fonseca, Max Pereira, Vítor Santos Costa, Rui Camacho |
| 2010 | Learning Action Descriptions of Opponent Behaviour in the Robocup 2D Simulation Environment. Alberto Illobre, Jorge Gonzalez, Ramón P. Otero, José Santos Reyes |
| 2010 | Learning Discriminant Rules as a Minimal Saturation Search. Matthieu Lopez, Lionel Martin, Christel Vrain |
| 2010 | Learning Multi-class Theories in ILP. Tarek Abudawood, Peter A. Flach |
| 2010 | Learning from Noisy Data Using a Non-covering ILP Algorithm. Andrej Oblak, Ivan Bratko |
| 2010 | MMRF for Proteome Annotation Applied to Human Protein Disease Prediction. Beatriz García Jiménez, Agapito Ledezma, Araceli Sanchis |
| 2010 | Multi-relational Pattern Mining Based-on Combination of Properties with Preserving Their Structure in Examples. Yusuke Nakano, Nobuhiro Inuzuka |
| 2010 | Multivariate Prediction for Learning on the Semantic Web. Yi Huang, Volker Tresp, Markus Bundschus, Achim Rettinger, Hans-Peter Kriegel |
| 2010 | Not Far Away from Home: A Relational Distance-Based Approach to Understanding Images of Houses. Laura Antanas, Martijn van Otterlo, José Oramas M., Tinne Tuytelaars, Luc De Raedt |
| 2010 | Practical Probabilistic Programming. Avi Pfeffer |
| 2010 | Probabilistic Relational Learning and Inductive Logic Programming at a Global Scale. David Poole |
| 2010 | Probabilistic Rule Learning. Luc De Raedt, Ingo Thon |
| 2010 | Pruning Search Space for Weighted First Order Horn Clause Satisfiability. Naveen Nair, Anandraj Govindan, Chander Jayaraman, T. V. S. Kiran, Ganesh Ramakrishnan |
| 2010 | Rule Interchange Format: Logic Programming's Second Wind? Michael Kifer |
| 2010 | Seeing the World through Homomorphism: An Experimental Study on Reducibility of Examples. Ondrej Kuzelka, Filip Zelezný |
| 2010 | Speeding Up Planning through Minimal Generalizations of Partially Ordered Plans. Radomír Cernoch, Filip Zelezný |
| 2010 | Stochastic Refinement. Alireza Tamaddoni-Nezhad, Stephen H. Muggleton |
| 2010 | Variation of Background Knowledge in an Industrial Application of ILP. Stephen H. Muggleton, Jianzhong Chen, Hiroaki Watanabe, Stuart J. Dunbar, Charles Baxter, Richard A. Currie, José Domingo Salazar, Jan Taubert, Michael J. E. Sternberg |
| 2010 | When Does It Pay Off to Use Sophisticated Entailment Engines in ILP? Jose Santos, Stephen H. Muggleton |