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...

Ausführliche Beschreibung

Bibliographische Detailangaben
1. Verfasser: Wang, Jianzhong
Körperschaft: SpringerLink (Online service)
Format: Electronic Resource
Sprache:English
Veröffentlicht: Berlin, Heidelberg Springer Berlin Heidelberg 2011.
Schlagworte:
Online Zugang:Available for University of the Philippines Diliman via SpringerLink. Click here to access