| 2011 | Machine Learning Coalgebraic Proofs. | Ekaterina Komendantskaya |
| 2011 | Learning Compact Markov Logic Networks with Decision Trees. | Hassan Khosravi, Oliver Schulte, Jianfeng Hu, Tianxiang Gao |
| 2011 | Induction in Nonmonotonic Causal Theories for a Domestic Service Robot. | Jianmin Ji, Xiaoping Chen |
| 2011 | Variational Bayes Inference for Logic-Based Probabilistic Models on BDDs. | Masakazu Ishihata, Yoshitaka Kameya, Taisuke Sato |
| 2011 | DNF Hypotheses in Explanatory Induction. | Katsumi Inoue |
| 2011 | Automatic Invention of Functional Abstractions. | Robert J. Henderson, Stephen H. Muggleton |
| 2011 | Relational Learning for Football-Related Predictions. | Jan Van Haaren, Guy Van den Broeck |
| 2011 | Expressive Power of Safe First-Order Logical Decision Trees. | Joris J. M. Gillis, Jan Van den Bussche |
| 2011 | Inference and Learning in Planning. | Hector Geffner |
| 2011 | Conceptual Clustering of Multi-Relational Data. | Nuno A. Fonseca, Vtor Santos Costa, Rui Camacho |
| 2011 | Customisable Multi-Processor Acceleration of Inductive Logic Programming. | Andreas Kirkeby Fidjeland, Wayne Luk, Stephen H. Muggleton |
| 2011 | Predictive Sequence Miner in ILP Learning. | Carlos Abreu Ferreira, Joo Gama, Vtor Santos Costa |
| 2011 | Learning Dependent-Concepts in ILP: Application to Model-Driven Data Warehouses. | Moez Essaidi, Aomar Osmani, Cline Rouveirol |
| 2011 | Model of Double-Strand Break of DNA in Logic-Based Hypothesis Finding. | Barthelemy Dworkin, Andrei Doncescu, Jean-Charles Faye, Katsumi Inoue |
| 2011 | Interleaved Inductive-Abductive Reasoning for Learning Complex Event Models. | Krishna Sandeep Reddy Dubba, Mehul Bhatt, Frank Dylla, David C. Hogg, Anthony G. Cohn |
| 2011 | Graph-Based Relational Learning with a Polynomial Time Projection Algorithm. | Brahim Douar, Michel Liquiere, Cherif Chiraz Latiri, Yahya Slimani |
| 2011 | Online Bayesian Inference for the Parameters of PRISM Programs. | James Cussens |
| 2011 | Inductive Logic Programming in Answer Set Programming. | Domenico Corapi, Alessandra Russo, Emil Lupu |
| 2011 | Subgroup Discovery Using Bump Hunting on Multi-relational Histograms. | Radomr Cernoch, Filip Zelezn |
| 2011 | Learning the Structure of Probabilistic Logic Programs. | Elena Bellodi, Fabrizio Riguzzi |
| 2011 | Learning a Generative Failure-Free PRISM Clause. | Waleed Alsanie, James Cussens |
| 2011 | Integrating Model Checking and Inductive Logic Programming. | Dalal Alrajeh, Alessandra Russo, Sebastin Uchitel, Jeff Kramer |
| 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 | Fire! Firing Inductive Rules from Economic Geography for Fire Risk Detection. | David Vaz, Vtor Santos Costa, Michel Ferreira |
| 2010 | Stochastic Refinement. | Alireza Tamaddoni-Nezhad, Stephen H. Muggleton |