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1. Z. Bouraoui, A. Cornuéjols, T. Denoeux, S. Destercke, D. Dubois, R. Guillaume, J. Marques-Silva, J. Mengin, H. Prade, S. Schockaert, M. Serrurier, C. Vrain. From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group). Preprint arXiv:1912.06612, 2019.
2. T. Denoeux. Quantifying Prediction Uncertainty in Regression using Random Fuzzy Sets: the ENNreg model. Preprint techrxiv.21791831.v2, 2023. (Accepted for publication in IEEE Transactions on Fuzzy Systems).
3. T. Denoeux. Parametric families of continuous belief functions based on generalized Gaussian random fuzzy numbers. Preprint hal-04060251, 2023.

• Belief functions and machine learning
• Applications of belief functions
• Fuzzy statistics and data analysis
• Statistics, econometrics and classification
• Neural networks
• Radar hydrology
• Other applications

• Belief functions and machine learning
• Applications of belief functions
• Fuzzy statistics and data analysis
• Neural networks
• Radar hydrology
• Other applications

• Edited volumes
• Book Chapters
• PhD thesis