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Nonlinear Dimensionality Reduction (Information Science and Statistics)

By: John A. Lee (Author) , Michel Verleysen (Author)

Extended Catalogue

Ksh 27,350.00

Format: Hardback or Cased Book

ISBN-10: 0387393501

ISBN-13: 9780387393506

Collection / Series: Information Science and Statistics

Collection Type: Publisher collection

Edition statement: 2007 ed.

Publisher: Springer-Verlag New York Inc.

Imprint: Springer-Verlag New York Inc.

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Dec 5th, 2007

Publication Status: Active

Product extent: 309 Pages

Weight: 658.00 grams

Dimensions (height x width x thickness): 24.10 x 15.90 x 2.40 cms

Product Classification / Subject(s): Mathematical foundations
Mathematical logic
Probability & statistics
Data mining
Maths for computer scientists

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However, since the late nineties, many new methods have been developed and nonlinear dimensionality reduction, also called manifold learning, has become a hot topic. The purpose of the book is to summarize clear facts and ideas about well-known methods as well as recent developments in the topic of nonlinear dimensionality reduction.

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