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Nonlinear Dimensionality Reduction

Nonlinear Dimensionality Reduction

Hardcover

Series: Information Science and Statistics

DatabasesGeneral ComputersProbability & Statistics

ISBN10: 0387393501
ISBN13: 9780387393506
Publisher: Springer Nature
Published: Dec 5 2007
Pages: 309
Weight: 1.40
Height: 1.00 Width: 6.40 Depth: 9.30
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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