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Contact informations : Maître de Conférences (Associate Professor) in Applied Mathematics Laboratoire SAMM, Université Paris 1 (Panthéon-Sorbonne) Email : charles.bouveyron@univ-paris1.fr Address : Laboratoire SAMM, Université Paris 1 90 rue de Tolbiac, 75013 Paris, France Phone : +33 (0)1 44 07 87 05 - Fax : +33 (0)1 44 07 87 04 My résumé (in french) : [pdf]

Events :

 Workshop Statlearn’12, Lille, April 5-6, 2012 : More...

Research Interests :

 Statistical Learning in high dimensions :
* Classification of high-dimensional data,
* Intrinsic dimension estimation,
* Visualization of high-dimensional data,
* Variable selection for high-dimensional data classification,
* Classification of functional data.

 Adaptive statistical Learning :
* Classification with uncertain labels,
* Classification under weak supervision,
* Classification with unobserved classes,
* Regression with involving populations.

 Statistical Learning on non quantitative data :
* Supervised and semi-supervised classification of networks,
* Clustering of functional data,
* Supervised and unsupervised classification of heterogeneous data,

 Applications of statistical Learning :
* Application to image analysis,
* Application to bio-medical data,
* Application to social and human sciences,
* Application to aircraft engine health monitoring.