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...

Fuld beskrivelse

Bibliografiske detaljer
Hovedforfatter: Wang, Jianzhong
Institution som forfatter: SpringerLink (Online service)
Format: Electronic Resource
Sprog:English
Udgivet: Berlin, Heidelberg Springer Berlin Heidelberg 2011.
Fag:
Online adgang:Available for University of the Philippines Diliman via SpringerLink. Click here to access