| 2010 | SDM | Alleviating the Sparsity Problem in Collaborative Filtering by Using an Adapted Distance and a Graph-Based Method. | Beau Piccart, Jan Struyf, Hendrik Blockeel |
| 2009 | ILP | CP-Logic Theory Inference with Contextual Variable Elimination and Comparison to BDD Based Inference Methods. | Wannes Meert, Jan Struyf, Hendrik Blockeel |
| 2008 | DIS | Empirical Asymmetric Selective Transfer in Multi-objective Decision Trees. | Beau Piccart, Jan Struyf, Hendrik Blockeel |
| 2007 | IJCAI | Change of Representation for Statistical Relational Learning. | Jesse Davis, Irene M. Ong, Jan Struyf, Elizabeth S. Burnside, David Page, Vtor Santos Costa |
| 2005 | EPIA | Hierarchical Multi-classification with Predictive Clustering Trees in Functional Genomics. | Jan Struyf, Saso Dzeroski, Hendrik Blockeel, Amanda Clare |
| 2003 | ILP | Query Optimization in Inductive Logic Programming by Reordering Literals. | Jan Struyf, Hendrik Blockeel |
| 2002 | ILP | Compact Representation of Knowledge Bases in ILP. | Jan Struyf, Jan Ramon, Hendrik Blockeel |
| 2001 | ICML | Efficient algorithms for decision tree cross-validation. | Hendrik Blockeel, Jan Struyf |
| 2001 | ILP | Efficient Cross-Validation in ILP. | Jan Struyf, Hendrik Blockeel |