| 2026 | WorldCIST | Characterization and Anomaly Detection in Daily Cow Activities Using Wavelet-Based Features. | Valentin Guien, Violaine Antoine, Romain Lardy, Isabelle Veissier, Luis E. C. Rocha |
| 2024 | DSAA | Multi-View Relational Evidential C-Medoid Clustering with Adaptive Weighted. | Armel Soubeiga, Violaine Antoine, Sylvain Moreno |
| 2024 | IPMU | WECM: An Evidential Subspace Clustering Algorithm. | Van-Tri Do, Violaine Antoine, Jonas Koko |
| 2023 | EUSFLAT | A Specialized Xie-Beni Measure for Clustering with Adaptive Distance. | Shidi Deng, Benot Albert, Violaine Antoine, Jonas Koko |
| 2021 | ICONIP | PCMO: Partial Classification from CNN-Based Model Outputs. | Jiarui Xie, Violaine Antoine, Thierry Chateau |
| 2021 | IJCNN | A subjective-logic-based model uncertainty estimation mechanism for out-of-domain detection. | Jiarui Xie, Thierry Chateau, Violaine Antoine |
| 2020 | ICRA | Temporal information integration for video semantic segmentation. | Guillaume Guarino, Thierry Chateau, Cline Teulire, Violaine Antoine |
| 2020 | IPMU | Fuzzy k-NN Based Classifiers for Time Series with Soft Labels. | Nicolas Wagner, Violaine Antoine, Jonas Koko, Romain Lardy |
| 2020 | ISMIS | Comparison of Machine Learning Methods to Detect Anomalies in the Activity of Dairy Cows. | Nicolas Wagner, Violaine Antoine, Jonas Koko, Marie-Madeleine Mialon, Romain Lardy, Isabelle Veissier |
| 2018 | IPMU | Semi-supervised Fuzzy c-Means Variants: A Study on Noisy Label Supervision. | Violaine Antoine, Nicolas Labroche |
| 2011 | EUSFLAT | CEVCLUS: Constrained evidential clustering of proximity data. | Violaine Antoine, Benjamin Quost, Mylne Masson, Thierry Denoeux |