| 2025 | ICML | Compressing tree ensembles through Level-wise Optimization and Pruning. | Laurens Devos, Timo Martens, Deniz Can Oruc, Wannes Meert, Hendrik Blockeel, Jesse Davis |
| 2024 | AAAI | DeepSaDe: Learning Neural Networks That Guarantee Domain Constraint Satisfaction. | Kshitij Goyal, Sebastijan Dumancic, Hendrik Blockeel |
| 2022 | AAAI | Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias. | Jonas Schouterden, Jessa Bekker, Jesse Davis, Hendrik Blockeel |
| 2021 | DIS | Combining Predictions Under Uncertainty: The Case of Random Decision Trees. | Florian Busch, Moritz Kulessa, Eneldo Loza Menca, Hendrik Blockeel |
| 2020 | DIS | Multi-directional Rule Set Learning. | Jonas Schouterden, Jesse Davis, Hendrik Blockeel |
| 2020 | DIS | Missing Value Imputation with MERCS: A Faster Alternative to MissForest. | Elia Van Wolputte, Hendrik Blockeel |
| 2019 | IJCAI | Learning Relational Representations with Auto-encoding Logic Programs. | Sebastijan Dumancic, Tias Guns, Wannes Meert, Hendrik Blockeel |
| 2019 | ILP | LazyBum: Decision Tree Learning Using Lazy Propositionalization. | Jonas Schouterden, Jesse Davis, Hendrik Blockeel |
| 2018 | AAAI | MERCS: Multi-Directional Ensembles of Regression and Classification Trees. | Elia Van Wolputte, Evgeniya Korneva, Hendrik Blockeel |
| 2018 | DIS | COBRASTS: A New Approach to Semi-supervised Clustering of Time Series. | Toon van Craenendonck, Wannes Meert, Sebastijan Dumancic, Hendrik Blockeel |
| 2018 | IDA | COBRAS: Interactive Clustering with Pairwise Queries. | Toon van Craenendonck, Sebastijan Dumancic, Elia Van Wolputte, Hendrik Blockeel |
| 2018 | IDA | Elements of an Automatic Data Scientist. | Luc De Raedt, Hendrik Blockeel, Samuel Kolb, Stefano Teso, Gust Verbruggen |
| 2017 | IJCAI | COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints. | Toon van Craenendonck, Sebastijan Dumancic, Hendrik Blockeel |
| 2017 | IJCAI | Clustering-Based Relational Unsupervised Representation Learning with an Explicit Distributed Representation. | Sebastijan Dumancic, Hendrik Blockeel |
| 2017 | ILP | PU-learning Disjunctive Concepts in ILP. | Hendrik Blockeel |
| 2017 | ILP | Demystifying Relational Latent Representations. | Sebastijan Dumancic, Hendrik Blockeel |
| 2016 | ECAI | Relational Grounded Language Learning. | Leonor Becerra-Bonache, Hendrik Blockeel, Mara Galvn, Franois Jacquenet |
| 2016 | ECAI | An Efficient and Expressive Similarity Measure for Relational Clustering Using Neighbourhood Trees. | Sebastijan Dumancic, Hendrik Blockeel |
| 2016 | IJCAI | Dynamic Early Stopping for Naive Bayes. | Aron Verachtert, Hendrik Blockeel, Jesse Davis |
| 2016 | ILP | Identifying Non-Redundant Literals in Clauses with Uniqueness Propagation. | Hendrik Blockeel |
| 2016 | ILP | A Simple Framework for Theta-Subsumption Testing in Prolog. | Hendrik Blockeel, Svetlana Valevich |
| 2015 | IDA | A First-Order-Logic Based Model for Grounded Language Learning. | Leonor Becerra-Bonache, Hendrik Blockeel, Mara Galvn, Franois Jacquenet |
| 2015 | IDA | Slower Can Be Faster: The iRetis Incremental Model Tree Learner. | Denny Verbeeck, Hendrik Blockeel |
| 2013 | AAAI | On the Completeness of Lifted Variable Elimination. | Nima Taghipour, Daan Fierens, Guy Van den Broeck, Jesse Davis, Hendrik Blockeel |
| 2013 | AISTATS | Completeness Results for Lifted Variable Elimination. | Nima Taghipour, Daan Fierens, Guy Van den Broeck, Jesse Davis, Hendrik Blockeel |
| 2013 | DIS | Generalizing from Example Clusters. | Pan Hu, Celine Vens, Bart Verstrynge, Hendrik Blockeel |
| 2013 | GECCO | Multi-objective optimization with surrogate trees. | Denny Verbeeck, Francis Maes, Kurt De Grave, Hendrik Blockeel |
| 2013 | IC3K | Semi-supervised Clustering with Example Clusters. | Celine Vens, Bart Verstrynge, Hendrik Blockeel |
| 2013 | ILP | Generalized Counting for Lifted Variable Elimination. | Nima Taghipour, Jesse Davis, Hendrik Blockeel |
| 2013 | IDA | Estimating Prediction Certainty in Decision Trees. | Eduardo P. Costa, Sicco Verwer, Hendrik Blockeel |
| 2012 | ICLP | Modeling Machine Learning and Data Mining Problems with FO(·). | Hendrik Blockeel, Bart Bogaerts, Maurice Bruynooghe, Broes De Cat, Stef De Pooter, Marc Denecker, Anthony Labarre, Jan Ramon, Sicco Verwer |
| 2011 | ILP | Predictive Learning in Two-Way Datasets. | Beau Piccart, Hendrik Blockeel, Andy Georges, Lieven Eeckhout |
| 2011 | IDA | Collaboration-Based Function Prediction in Protein-Protein Interaction Networks. | Hossein Rahmani, Hendrik Blockeel, Andreas Bender |
| 2011 | ISMIS | K-Means Based Approaches to Clustering Nodes in Annotated Graphs. | Tijn Witsenburg, Hendrik Blockeel |
| 2011 | ISMIS | Improving the Accuracy of Similarity Measures by Using Link Information. | Tijn Witsenburg, Hendrik Blockeel |
| 2011 | LATA | Characterizing Compressibility of Disjoint Subgraphs with NLC Grammars. | Robert Brijder, Hendrik Blockeel |
| 2010 | IDA | InfraWatch: Data Management of Large Systems for Monitoring Infrastructural Performance. | Arno J. Knobbe, Hendrik Blockeel, Arne Koopman, Toon Calders, Bas Obladen, Carlos Bosma, Hessel Galenkamp, Eddy Koenders, Joost N. Kok |
| 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 |
| 2008 | DIS | An Efficiently Computable Graph-Based Metric for the Classification of Small Molecules. | Leander Schietgat, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel |
| 2008 | DIS | A Comparison between Neural Network Methods for Learning Aggregate Functions. | Werner Uwents, Hendrik Blockeel |
| 2008 | ICDE | Mining Views: Database Views for Data Mining. | Hendrik Blockeel, Toon Calders, lisa Fromont, Bart Goethals, Adriana Prado |
| 2008 | ILP | Learning Aggregate Functions with Neural Networks Using a Cascade-Correlation Approach. | Werner Uwents, Hendrik Blockeel |
| 2008 | ISoLA | Organizing the World's Machine Learning Information. | Joaquin Vanschoren, Hendrik Blockeel, Bernhard Pfahringer, Geoffrey Holmes |
| 2008 | KDD | An inductive database prototype based on virtual mining views. | Hendrik Blockeel, Toon Calders, lisa Fromont, Bart Goethals, Adriana Prado, Cline Robardet |
| 2008 | PRICAI | Exposing the Causal Structure of Processes by Learning CP-Logic Programs. | Hendrik Blockeel |
| 2007 | IJCAI | Online Learning and Exploiting Relational Models in Reinforcement Learning. | Tom Croonenborghs, Jan Ramon, Hendrik Blockeel, Maurice Bruynooghe |
| 2007 | ILP | Seeing the Forest Through the Trees. | Anneleen Van Assche, Hendrik Blockeel |
| 2007 | ILP | Learning Directed Probabilistic Logical Models Using Ordering-Search. | Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel |
| 2007 | SIGMETRICS | Analyzing commercial processor performance numbers for predicting performance of applications of interest. | Kenneth Hoste, Lieven Eeckhout, Hendrik Blockeel |
| 2006 | ILP | Towards Learning Non-recursive LPADs by Transforming Them into Bayesian Networks. | Hendrik Blockeel, Wannes Meert |
| 2006 | ILP | Generalized Ordering-Search for Learning Directed Probabilistic Logical Models. | Jan Ramon, Tom Croonenborghs, Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe |
| 2006 | ILP | ReMauve: A Relational Model Tree Learner. | Celine Vens, Jan Ramon, Hendrik Blockeel |
| 2005 | EPIA | Hierarchical Multi-classification with Predictive Clustering Trees in Functional Genomics. | Jan Struyf, Saso Dzeroski, Hendrik Blockeel, Amanda Clare |
| 2005 | ICML | Multi-instance tree learning. | Hendrik Blockeel, David Page, Ashwin Srinivasan |
| 2005 | ILP | Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models. | Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe, Jan Ramon |
| 2005 | ILP | Classifying Relational Data with Neural Networks. | Werner Uwents, Hendrik Blockeel |
| 2004 | ILP | First Order Random Forests with Complex Aggregates. | Celine Vens, Anneleen Van Assche, Hendrik Blockeel, Saso Dzeroski |
| 2003 | HCI | User Modeling with Sequential Data. | Nico Jacobs, Hendrik Blockeel |
| 2003 | IJCAI | Information Extraction from Web Documents Based on Local Unranked Tree Automaton Inference. | Raymond Kosala, Maurice Bruynooghe, Jan Van den Bussche, Hendrik Blockeel |
| 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 | From Shell Logs to Shell Scripts. | Nico Jacobs, Hendrik Blockeel |
| 2001 | ILP | Efficient Cross-Validation in ILP. | Jan Struyf, Hendrik Blockeel |
| 2000 | ILP | Executing Query Packs in ILP. | Hendrik Blockeel, Luc Dehaspe, Bart Demoen, Gerda Janssens, Jan Ramon, Henk Vandecasteele |
| 2000 | ILP | Two Advanced Transormations for Improving the Efficiency of an ILP system. | Hendrik Blockeel, Bart Demoen, Gerda Janssens, Henk Vandecasteele, Wim Van Laer |
| 1999 | ILP | Experiments in Predicting Biodegradability. | Saso Dzeroski, Hendrik Blockeel, Boris Kompare, Stefan Kramer, Bernhard Pfahringer, Wim Van Laer |
| 1998 | ICML | Top-Down Induction of Clustering Trees. | Hendrik Blockeel, Luc De Raedt, Jan Ramon |
| 1998 | ICML | Relational Reinforcement Learning. | Saso Dzeroski, Luc De Raedt, Hendrik Blockeel |
| 1998 | ILP | Relational Reinforcement Learning. | Saso Dzeroski, Luc De Raedt, Hendrik Blockeel |
| 1997 | ILP | Lookahead and Discretization in ILP. | Hendrik Blockeel, Luc De Raedt |
| 1997 | ILP | Using Logical Decision Trees for Clustering. | Luc De Raedt, Hendrik Blockeel |
| 1996 | ILP | Relational Knowledge Discovery in Databases. | Hendrik Blockeel, Luc De Raedt |
| 1996 | ISMIS | Inductive Database Design. | Hendrik Blockeel, Luc De Raedt |