Supervised learning, unsupervised learning; unsupervised learning with prior knowledge.
Representation of imperfect information; management of uncertainty in decision systems.
Classifier combination, data fusion.
Violaine Antoine [2007-2011]
«Integration of prior knowledge in supervised classification.»
Co-supervisor: Mylène Masson
Julien Hirel [spring 2008]
«Learning to predict an event in an autonomous navigation task.»
ETIS laboratoty, UMR CNRS 8051 (Co-supervisor: Philippe Gaussier)