Geometric structure of high-dimensional data and dimensionality reduction

"Geometric Structure of High-Dimensional Data and Dimensionality Reduction" adopts data geometry as a framework to address various methods of dimensionality reduction. In addition to the introduction to well-known linear methods, the book moreover stresses the recently developed nonlinear...

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Autore principale: Wang, Jianzhong
Ente Autore: SpringerLink (Online service)
Natura: Electronic Resource
Lingua:English
Pubblicazione: Berlin, Heidelberg Springer Berlin Heidelberg 2011.
Soggetti:
Accesso online:Available for University of the Philippines Diliman via SpringerLink. Click here to access