PLS classification of functional data

Preda, Cristian; Saporta, Gilbert; Leveder, Caroline

Document type :

Communication dans un congrès avec actes

Title :

PLS classification of functional data

Author(s) :

Preda, Cristian [Auteur]

MOdel for Data Analysis and Learning [MODAL]
Faculté de Médecine Henri Warembourg - Université de Lille
Saporta, Gilbert [Auteur]
CEDRIC. Méthodes statistiques de data-mining et apprentissage [CEDRIC - MSDMA]
Leveder, Caroline [Auteur]
Danone Research

Conference title :

PLS'05 4th Int. Symp. on PLS and related methods

City :

Barcelone

Country :

Espagne

Start date of the conference :

2005-08

Publication date :

2005-01-01

HAL domain(s) :

Mathématiques [math]/Statistiques [math.ST]

English abstract : [en]

Linear discriminant analysis is studied when the predictors are data of functional type(curves). Due to the infinite dimension of the predictor space, discriminant coefficients functions cannot be derived as in the classical ...
Show more >Linear discriminant analysis is studied when the predictors are data of functional type(curves). Due to the infinite dimension of the predictor space, discriminant coefficients functions cannot be derived as in the classical setting.Partial least squares approach is then used in this context. Results of an application to kneading data are presented.Show less >

Language :

Anglais

Peer reviewed article :

Oui

Audience :

Non spécifiée

Popular science :

Non

Collections :

Laboratoire Paul Painlevé - UMR 8524

Source :

Harvested from HAL

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