None currently

• Nicolas Sutton Charani (co-supervised with T. Denoeux): “Learning from uncertain data and knowledge : application to rubber quality prediction”
• Gen Yang (co-supervised with M. Masson): “Machine learning problems with severe uncertainty and structured data”

• Roula Nassif (co-supervised with M. Masson): “Calibrated ranking with belief functions”

• Mathieu Hourbracq (co-supervised with C. Baudrit and P.H. Wuillemin): “Learning and Computing with Dynamic Credal Networks: Application to Cheese ripening”
• Zohra Kemache (co-supervised with T. Denoeux and E. Humbert): “Risk analysis in tunnel construction”
• Yosra Mazigh (co-supervised with B. Ben Yaghlane): “Learning graphical models to predict semolina value”
• Iyan Johnson (co-supervised with R. Thomopoulos and B. Charnomordic): “Integrating expert knowledge to a learning algorithm”
• Nicolas Maillet (co-supervised with P. Buche and B. Charnomordic): “Data reliability assessment in a data warehouse opened on the Web”