Auto-Associative Models and Generalized ...

Document type :
Article dans une revue scientifique: Article original
DOI :
10.1016/j.jmva.2004.01.006
Title :
Auto-Associative Models and Generalized Principal Component Analysis
Author(s) :
Girard, Stéphane [Auteur]
Modelling and Inference of Complex and Structured Stochastic Systems [?-2006] [MISTIS [?-2006]]
Iovleff, Serge [Auteur] refId
Laboratoire Paul Painlevé - UMR 8524 [LPP]
Journal title :
Journal of Multivariate Analysis
Pages :
21-39
Publisher :
Elsevier
Publication date :
2005
ISSN :
0047-259X
HAL domain(s) :
Mathématiques [math]/Statistiques [math.ST]
Statistiques [stat]/Théorie [stat.TH]
English abstract : [en]
In this paper, we propose auto-associative (AA) models to generalize Principal component analysis (PCA). AA models have been introduced in data analysis from a geometrical point of view. They are based on the approximation ...
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Language :
Anglais
Peer reviewed article :
Oui
Audience :
Internationale
Popular science :
Non
Collections :
Source :
Harvested from HAL
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