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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Detalles Bibliográficos
Autor principal: Wang, Jianzhong
Autor Corporativo: SpringerLink (Online service)
Formato: Electronic Resource
Lenguaje:English
Publicado: Berlin, Heidelberg Springer Berlin Heidelberg 2011.
Materias:
Acceso en línea:Available for University of the Philippines Diliman via SpringerLink. Click here to access