| 2022 | AAAI | Trusted Multi-View Deep Learning with Opinion Aggregation. | Wei Liu, Xiaodong Yue, Yufei Chen, Thierry Denoeux |
| 2022 | ICIP | Stable Clustering Ensemble Based on Evidence Theory. | Haijie Fu, Xiaodong Yue, Wei Liu, Thierry Denoeux |
| 2022 | MICCAI | Evidence Fusion with Contextual Discounting for Multi-modality Medical Image Segmentation. | Ling Huang, Thierry Denoeux, Pierre Vera, Su Ruan |
| 2021 | MICCAI | Deep PET/CT Fusion with Dempster-Shafer Theory for Lymphoma Segmentation. | Ling Huang, Thierry Denoeux, David Tonnelet, Pierre Decazes, Su Ruan |
| 2020 | KSEM | Evidential Deep Neural Networks for Uncertain Data Classification. | Bin Yuan, Xiaodong Yue, Ying Lv, Thierry Denoeux |
| 2019 | IFSA | Collaborative Evidential Clustering. | Yixuan Qiao, Shoumei Li, Thierry Denoeux |
| 2017 | FUSION | Constrained interval-valued linear regression model. | Feng Li, Shoumei Li, Nana Tang, Thierry Denoeux |
| 2017 | ICIP | Accurate tumor segmentation in FDG-PET images with guidance of complementary CT images. | Chunfeng Lian, Su Ruan, Thierry Denoeux, Yu Guo, Pierre Vera |
| 2016 | IPMU | Joint Feature Transformation and Selection Based on Dempster-Shafer Theory. | Chunfeng Lian, Su Ruan, Thierry Denoeux |
| 2016 | MICCAI | Robust Cancer Treatment Outcome Prediction Dealing with Small-Sized and Imbalanced Data from FDG-PET Images. | Chunfeng Lian, Su Ruan, Thierry Denoeux, Hua Li, Pierre Vera |
| 2015 | ECSQARU | Evidential Editing K-Nearest Neighbor Classifier. | Lianmeng Jiao, Thierry Denoeux, Quan Pan |
| 2015 | FUSION | Evidential multinomial logistic regression for multiclass classifier calibration. | Philippe Xu, Franck Davoine, Thierry Denoeux |
| 2015 | MICCAI | Dempster-Shafer Theory Based Feature Selection with Sparse Constraint for Outcome Prediction in Cancer Therapy. | Chunfeng Lian, Su Ruan, Thierry Denoeux, Hua Li, Pierre Vera |
| 2014 | BMVC | Evidential combination of pedestrian detectors. | Philippe Xu, Franck Davoine, Thierry Denoeux |
| 2014 | FUSION | Fusion of pairwise nearest-neighbor classifiers based on pairwise-weighted distance metric and Dempster-Shafer theory. | Lianmeng Jiao, Thierry Denoeux, Quan Pan |
| 2014 | IPMU | Application of E 2 M Decision Trees to Rubber Quality Prediction. | Nicolas Sutton-Charani, Sbastien Destercke, Thierry Denoeux |
| 2013 | FUSION | Using Dempster-Shafer theory to model uncertainty in climate change and environmental impact assessments. | Nadia Ben Abdallah, Nassima Mouhous Voyneau, Thierry Denoeux |
| 2013 | FUSION | Optimal object association from pairwise evidential mass functions. | Nicole El Zoghby, Vronique Cherfaoui, Thierry Denoeux |
| 2013 | ICMLA | Learning Decision Trees from Uncertain Data with an Evidential EM Approach. | Nicolas Sutton-Charani, Sbastien Destercke, Thierry Denoeux |
| 2013 | MVA | Information Fusion on Oversegmented Images: An Application for Urban Scene Understanding. | Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing Zhao, Thierry Denoeux |
| 2012 | FUSION | Purifying training data to improve performance of multi-label classification algorithms. | Sawsan Kanj, Fahed Abdallah, Thierry Denoeux |
| 2012 | IPMU | Constructing Rule-Based Models Using the Belief Functions Framework. | Rui Jorge Almeida, Thierry Denoeux, Uzay Kaymak |
| 2012 | SSS | Self-stabilizing Distributed Data Fusion. | Bertrand Ducourthial, Vronique Cherfaoui, Thierry Denoeux |
| 2011 | EUSFLAT | CEVCLUS: Constrained evidential clustering of proximity data. | Violaine Antoine, Benjamin Quost, Mylne Masson, Thierry Denoeux |
| 2011 | ICMLA | Semi-supervised Feature Extraction Using Independent Factor Analysis. | Latifa Oukhellou, Etienne Cme, Patrice Aknin, Thierry Denoeux |
| 2010 | IPMU | Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels. | Zoulficar Younes, Fahed Abdallah, Thierry Denoeux |
| 2010 | KSEM | Theory of Belief Functions for Data Analysis and Machine Learning Applications: Review and Prospects. | Thierry Denoeux |
| 2009 | ECSQARU | Belief Functions and Cluster Ensembles. | Marie-Hlne Masson, Thierry Denoeux |
| 2009 | ESANN | Partially-supervised learning in Independent Factor Analysis. | Etienne Cme, Latifa Oukhellou, Patrice Aknin, 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 | FUSION | A state estimation method for multiple model systems using belief function theory. | Ghalia Nassreddine, Fahed Abdallah, Thierry Denoeux |
| 2009 | ICANN | Noiseless Independent Factor Analysis with Mixing Constraints in a Semi-supervised Framework. Application to Railway Device Fault Diagnosis. | Etienne Cme, Latifa Oukhellou, Thierry Denoeux, Patrice Aknin |
| 2009 | KDD | Learning from data with uncertain labels by boosting credal classifiers. | Benjamin Quost, Thierry Denoeux |
| 2009 | SMC | Multisensor data fusion for OD matrix estimation. | Krystyna Biletska, Marie-Hlne Masson, Sophie Midenet, Thierry Denoeux |
| 2008 | FlAIRS | A New Justification of the Unnormalized Dempster's Rule of Combination from the Least Commitment Principle. | Frdric Pichon, Thierry Denoeux |
| 2008 | FUSION | Distributed data fusion: application to confidence management in vehicular networks. | Vronique Cherfaoui, Thierry Denoeux, Zohra Leila Cherfi |
| 2008 | FUSION | Map matching algorithm using belief function theory. | Ghalia Nassreddine, Fahed Abdallah, Thierry Denoeux |
| 2008 | FUSION | Refined classifier combination using belief functions. | Benjamin Quost, Marie-Hlne Masson, Thierry Denoeux |
| 2007 | ECSQARU | Consonant Belief Function Induced by a Confidence Set of Pignistic Probabilities. | Astride Aregui, Thierry Denoeux |
| 2007 | ECSQARU | Pattern Recognition and Information Fusion Using Belief Functions: Some Recent Developments. | Thierry Denoeux |
| 2007 | ECSQARU | On Latent Belief Structures. | Frdric Pichon, Thierry Denoeux |
| 2007 | FUSION | Fusion of one-class classifiers in the belief function framework. | Astride Aregui, Thierry Denoeux |
| 2006 | FUSION | Output coding of spatially dependent subclassifiers in evidential framework. Application to the diagnosis of railway track/vehicle transmission system. | Alexandra Debiolles, Latifa Oukhellou, Thierry Denoeux, Patrice Aknin |
| 2006 | FUSION | The cautious rule of combination for belief functions and some extensions. | Thierry Denoeux |
| 2006 | FUSION | General Correction Mechanisms for Weakening or Reinforcing Belief Functions. | David Mercier, Thierry Denoeux, Marie-Hlne Masson |
| 2005 | ECSQARU | Contextual Discounting of Belief Functions. | David Mercier, Benjamin Quost, Thierry Denoeux |
| 2004 | SMC | Recycling experiments for sludge monitoring in waste water treatment. | Sandro Glaucio Maquin de Souza, Thierry Denoeux, Yves Grandvalet |
| 2003 | ECSQARU | Risk Assessment in Drinking Water Production Using Belief Functions. | Sabrina Dmotier, Thierry Denoeux, Paul Walter Schn |
| 2003 | SMC | A new approach to assess risk in water treatment using the belief function framework. | Sabrina Dmotier, Paul Walter Schn, Thierry Denoeux, Khaled Odeh |
| 2001 | ECSQARU | Coarsening Approximations of Belief Functions. | Amel Ben Yaghlane, Thierry Denoeux, Khaled Mellouli |
| 2000 | SMC | Induction of decision trees from partially classified data using belief functions. | Thierry Denoeux, M. Skarstein Bjanger |
| 1999 | ECSQARU | Handling Different Forms of Uncertainty in Regression Analysis: A Fuzzy Belief Structure Approach. | Simon Petit-Renaud, Thierry Denoeux |
| 1999 | ECSQARU | State Recognition in Discrete Dynamical Systems Using Petri Nets and Evidence Theory. | Michle Rombaut, Iman Jarkass, Thierry Denoeux |
| 1999 | IJCNN | An hybrid neural network based system for optimization of coagulant dosing in a water treatment plant. | Nicolas Valentin, Thierry Denoeux, F. Fotoohi |
| 1995 | CAIP | An Adaptive k-NN Rule Based on Dempster-Shafer Theory. | Lalla Merieme Zouhal, Thierry Denoeux |
| 1995 | ESANN | Performance analysis of a MLP weight initialization algorithm. | Mohamed Karouia, Rgis Lengell, Thierry Denoeux |