| 2026 | AAAI | InTimeAD: Interactive Time Series Anomaly Detection. | Louis Carpentier, Wannes Meert, Mathias Verbeke |
| 2026 | AAAI | Koopman Invariants as Drivers of Emergent Time-Series Clustering in Joint-Embedding Predictive Architectures. | Pablo Ruiz-Morales, Dries Vanoost, Davy Pissoort, Mathias Verbeke |
| 2025 | DSAA | Anomaly Detection Under Contaminated Data: A Weighted Iterative Refinement Framework for Health Monitoring. | Stefano Donn, Jesse Davis, Filip Van Utterbeeck, Mathias Verbeke |
| 2025 | ICANN | MTL-SIMNAS: Task Similarity-Driven Neural Architecture Search for Enhanced Multi-task Learning. | Quinten Danneels, Mathias Verbeke |
| 2024 | EWSN | PhD School: A Privacy-Preserving and Resilient Framework for Distributed Modular Neural Networks on the Tiny Edge. | Gregory De Ruyter, Hans Hallez, Mathias Verbeke, Bart Vanrumste |
| 2024 | IDA | Towards Contextual, Cost-Efficient Predictive Maintenance in Heavy-Duty Trucks. | Louis Carpentier, Arne De Temmerman, Mathias Verbeke |
| 2024 | SDM | Pattern-based Time Series Semantic Segmentation with Gradual State Transitions. | Louis Carpentier, Len Feremans, Wannes Meert, Mathias Verbeke |
| 2023 | INDIN | Infrared hyperspectral analysis for non-invasive, inline fat content determination in bakery products. | Arne De Temmerman, Matthias De Ryck, Tom Hellemans, Mathias Verbeke |
| 2020 | ICDM | An unsupervised methodology for online drift detection in multivariate industrial datasets. | Sarah Klein, Mathias Verbeke |
| 2015 | IJCAI | Inducing Probabilistic Relational Rules from Probabilistic Examples. | Luc De Raedt, Anton Dries, Ingo Thon, Guy Van den Broeck, Mathias Verbeke |
| 2014 | ACL | kLogNLP: Graph Kernel-based Relational Learning of Natural Language. | Mathias Verbeke, Paolo Frasconi, Kurt De Grave, Fabrizio Costa, Luc De Raedt |
| 2014 | SDM | Relational Regularization and Feature Ranking. | Fabrizio Costa, Mathias Verbeke, Luc De Raedt |
| 2012 | EMNLP | A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories. | Mathias Verbeke, Vincent Van Asch, Roser Morante, Paolo Frasconi, Walter Daelemans, Luc De Raedt |
| 2011 | ILP | Kernel-Based Logical and Relational Learning with kLog for Hedge Cue Detection. | Mathias Verbeke, Paolo Frasconi, Vincent Van Asch, Roser Morante, Walter Daelemans, Luc De Raedt |