Nonlinear dimensionality reduction
Auteur :
Lee, John A. / Verleysen, Michel
Éditeur :
Springer-Verlag New York Inc.
ISBN :
9780387393506
Date de publication :
5 déc. 2007
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
USA
However, since the late nineties, many new methods have been developed and nonlinear dimensionality reduction, also called manifold learning, has become a hot topic. The purpose of the book is to summarize clear facts and ideas about well-known methods as well as recent developments in the topic of nonlinear dimensionality reduction.