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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Bibliographic Details

Main Author:	Wang, Jianzhong (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
Subjects:	Computer science. Applications of Mathematics. Data Mining and Knowledge Discovery. Data Structures, Cryptology and Information Theory. Probability and Statistics in Computer Science. Data mining. Data structures (Computer science) Mathematics.
Online Access:	Connect to the full text of this electronic book