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Nonlinear Dimensionality Reduction

Nonlinear Dimensionality Reduction

Paperback

Series: Information Science and Statistics

DatabasesGeneral ComputersProbability & Statistics

ISBN10: 1441922881
ISBN13: 9781441922885
Publisher: Springer Pg
Published: Nov 19 2010
Pages: 309
Weight: 1.01
Height: 0.69 Width: 6.14 Depth: 9.21
Language: English
This book describes existing and advanced methods to reduce the dimensionality of numerical databases. For each method, the description starts from intuitive ideas, develops the necessary mathematical details and ends by outlining the algorithmic implementation. Methods are compared with each other with the help of different illustrative examples.

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