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
Call Number:Libro Electrónico
Main Author: Wang, Jianzhong (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Edition:1st ed. 2012.
Subjects:
Data mining.
Computer science-Mathematics.
Mathematical statistics.
Mathematics.
Data structures (Computer science).
Information theory.
Data Mining and Knowledge Discovery.
Probability and Statistics in Computer Science.
Applications of Mathematics.
Data Structures and Information Theory.
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