Section: Application Domains

Multiple domains applications

Participants : Sophie Dabo, Cristian Preda, Vincent Vandewalle, Alain Celisse, Benjamin Guedj, Christophe Biernacki, Guillemette Marot.

Modal targets a wide spectrum of application domains.

In particular, several members are interested in classification of functional data and functional regression models when data are correlated (temporally or spatially) and application to hydrological, environnemental or medical data.

Other topics include any application domains involving clustering, prediction or visualization (such as image segmentation, (online) clustering in retail, failure prediction in the steel industry, sales prediction in retail, ...). In most cases, we enforce the use of probabilistic models with associated software.