| 2025 | ECSQARU | Robust Explanations: The Case of Prime Implicants. | Chenrui Zhu, Vu-Linh Nguyen, Marie-Hlne Masson, Sbastien Destercke |
| 2023 | ECSQARU | Cautious Decision-Making for Tree Ensembles. | Haifei Zhang, Benjamin Quost, Marie-Hlne Masson |
| 2018 | IJCAI | Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty. | Vu-Linh Nguyen, Sbastien Destercke, Marie-Hlne Masson, Eyke Hllermeier |
| 2017 | AAAI | Querying Partially Labelled Data to Improve a K-nn Classifier. | Vu-Linh Nguyen, Sbastien Destercke, Marie-Hlne Masson |
| 2014 | ECAI | Nested Dichotomies with probability sets for multi-class classification. | Gen Yang, Sbastien Destercke, Marie-Hlne Masson |
| 2009 | ECSQARU | Belief Functions and Cluster Ensembles. | Marie-Hlne Masson, Thierry Denoeux |
| 2009 | EUSFLAT | Fuzzy Modelling of Sensor Data for the Estimation of an Origin-Destination Matrix. | Krystyna Biletska, Sophie Midenet, Marie-Hlne Masson, Thierry Denoeux |
| 2009 | SMC | Multisensor data fusion for OD matrix estimation. | Krystyna Biletska, Marie-Hlne Masson, Sophie Midenet, Thierry Denoeux |
| 2008 | FUSION | Refined classifier combination using belief functions. | Benjamin Quost, Marie-Hlne Masson, Thierry Denoeux |
| 2006 | FUSION | General Correction Mechanisms for Weakening or Reinforcing Belief Functions. | David Mercier, Thierry Denoeux, Marie-Hlne Masson |