Associate Professor (Maître de Conférence) in Computer Science and Engineering at the University of Rouen Normandie, France.
Member of the Machine Learning research team at the LITIS lab. (UR 4108)
Member of the Data, Learning, Knowledge research group in the CNRS Research Federation NormaSTIC (FR 3638).


 


Research Interests :

  • Machine Learning:
    • Random Forests
    • Ensemble methods
    • Deep Learning
  • Pattern Recognition:
    • High dimension, low sample size (HDLSS) problems
    • Weak supervision
    • One-class classification
    • Cost-sensitive classification
  • Applications:
    • Medical images recognition and segmentation
    • Opinion mining in social network
    • Chemoinformatics
    • Prediction for turbulent flow simulation

Responsabilities :