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Post-doctorate researchers

In Progress
  • Arthur Van Camp: “Preference learning under severe uncertainty” - PreServe project
  • Yann Soullard (co-supervised with I. Thouvenin): “Pattern recognition and sensory feedback in virtual environment for gesture training” - now Postdoctoral researcher at INSA Rouen
  • Nadia Ben Abdallah (co-supervised with M. Sallak): “Expert elicitation in reliability studies” - now Postdoctoral researcher at NATO
  • Olivier Cailloux (co-supervised with B. Quost): “Aggregation of partial preferences” - now lecturer at Paris Dauphine
  • Ignacio Montes: “Design of multi-objective systems under uncertainty” - now lecturer at University of Oviedo

PhD students

In progress
  • Soundouss Messoudi: “Data science for real estate management”
  • Krushna Shinde: “Inverse problems with belief functions”
  • Yonatan Carlos Carranza Alarcon: “Learning graphs under severe uncertainties”
  • Linh Nguyen (co-supervised with M. Masson): “Learning optimal information queries under severe uncertainty” - now postdoctoral researcher at Paderborn University
  • Lanting Yu (co-supervised with M. Sallak and W. Schön): “Reliability optimization of systems with uncertain failure data”
  • Gen Yang (co-supervised with M. Masson): “Machine learning problems with severe uncertainty and structured data” - now data scientist at Kpler company
  • Nicolas Sutton Charani (co-supervised with T. Denoeux): “Learning from uncertain data and knowledge : application to rubber quality prediction” - now lecturer at Ecole des Mines d'Ales
  • Liyao Ma (visited for one year): “Active learning in evidential decision trees” - now lecturer at University of Science and Technology of China, Hefei

Master Thesis Students

In progress
  • Juliette Ortholand (co-supervised with K. belhacene): “Learning fair classifiers”
  • Loic Adam (co-supervised with A. Van Camp and B. Quost): “Learning to rank under severe uncertainties”
  • Henoik Willot (co-supervised with S. Lagrue): “Uncertainty in CP-nets”
  • Pierre-Louis Guillot (co-supervised with M. Masson, B. Quost and D. Savourey): “Optimal preference elicitation under severe uncertainty”
  • Sarah Fakih (co-supervised with M. Masson and V. Berger-Cherafoui): “Cautious self-driving based on occupational grid”
  • Joseph Rocca (co-supervised with B. Quost and D. Savourey): “Optimal uncertainty reduction by sequential strategies.”
  • Safouen Mediouni (co-supervised with N. Ben Abdallah and M. Masson): “Information fusion: what works, what does not work?”
  • Lanting Yu (co-supervised with M. Sallak and M. Poss): “Optimization methods for k-out-of-n consecutive systems”
  • Rania Kallel (co-supervised with B. Ben Yaghlane): “Partial predictions in multi-label setting with evidential methods: first study”
  • 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”

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