| 2025 | CBMI | TREB: Temporal Refinement of Egocentric Body Pose. | Bruno Henriques, Benjamin Allaert, Nicolas Sutton-Charani, Pierre R. L. Slangen, Jean-Philippe Vandeborre |
| 2024 | IPMU | Evidential Linear Regression for Soft Detrended Fluctuation Analysis. | Nicolas Sutton-Charani, Francis Faux |
| 2021 | ACII | The AffectMove Challenge: some machine learning approaches. | Grard Dray, Pierre-Antoine Jean, Yann Maheu, Jacky Montmain, Nicolas Sutton-Charani |
| 2020 | IPMU | Bayesian Smoothing of Decision Tree Soft Predictions and Evidential Evaluation. | Nicolas Sutton-Charani |
| 2018 | IPMU | Evidential Bagging: Combining Heterogeneous Classifiers in the Belief Functions Framework. | Nicolas Sutton-Charani, Abdelhak Imoussaten, Sbastien Harispe, Jacky Montmain |
| 2014 | IPMU | Application of E 2 M Decision Trees to Rubber Quality Prediction. | Nicolas Sutton-Charani, Sbastien Destercke, Thierry Denoeux |
| 2013 | ICMLA | Learning Decision Trees from Uncertain Data with an Evidential EM Approach. | Nicolas Sutton-Charani, Sbastien Destercke, Thierry Denoeux |