Sébastien DESTERCKE

Heudiasyc
...
  • CNRS Research Fellow
  • Heudiasyc
  • https://www.hds.utc.fr/~sdesterc/dokuwiki/
  • Communities
    Mathematics, Computer Science & Robotics
  • Expertise
    Data analysis
    Data fusion
    Decision making
    Generative models
    Machine learning
    Mathematical models
    Pattern recognition
    Problem solving
    Statistical learning

Responsibilities

Responsible of Axis 2 (uncertainty management) of LABEX MS2T // head of AI Heudiasyc team (CID)

Awards

Best paper at the COPA 2020 conference, for "Conformal multi-target regression using neural networks" with S. Messoudi and S. Rousseau

Best poster at the ISIPTA 2019 conference, for "A Unifying Frame for Neighbourhood and Distortion Models" with I. Montes and E. Miranda

Best paper at the BELIEF 2016 conference, for " Idempotent Conjunctive Combination of Belief Functions by Distance Minimization" with J. Klein and O. Colot

Best paper at the SMPS 2016 conference, for "Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge" with Y. Soullard and A. Antonucci

Selected publications

- I. Montes, E. Miranda, S. Destercke. Unifying neighbourhood and distortion models: part I - new results on old models. International Journal of General Systems, Taylor & Francis, 2020, 49 (6), pp.602-635.

- I. Montes, E. Miranda, S. Destercke. Unifying neighbourhood and distortion models: part II - new models and synthesis. International Journal of General Systems, Taylor & Francis, 2020, 49 (6), pp.636-674.

- I. Montes, E. Miranda, S. Destercke. Pari-mutuel probabilities as an uncertainty model. Information Sciences, Elsevier, 2019, 481, pp.550-573.

- S. Destercke, F. Pichon, J. Klein. From set relations to belief function relations. International Journal of Approximate Reasoning, Elsevier, 2019, 110, pp.46-63.

International collaborations

University of Oviedo (Spain), Durham University (UK), Paderborn University (Germany)

Industrial collaborations

Sopra Steria