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Nonlinear Dimensionality Reduction

Language EnglishEnglish
Book Paperback
Book Nonlinear Dimensionality Reduction John A. Lee
Libristo code: 01421116
Publishers Springer-Verlag New York Inc., February 2010
This book reviews well-known methods for reducing the dimensionality of numerical databases as well... Full description
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This book reviews well-known methods for reducing the dimensionality of numerical databases as well as recent developments in nonlinear dimensionality reduction. All are described from a unifying point of view, which highlights their respective strengths and shortcomings.

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About the book

Full name Nonlinear Dimensionality Reduction
Author John A. Lee, Michel Verleysen
Language English
Binding Book - Paperback
Date of issue 2010
Number of pages 309
EAN 9781441922885
ISBN 1441922881
Libristo code 01421116
Publishers Springer-Verlag New York Inc.
Weight 504
Dimensions 155 x 235 x 18

Categories

Mathematics & Science > Mathematics > Mathematical foundations > Mathematical logic
Computing & Information Technology > Computer science > Mathematical theory of computation > Maths for computer scientists
Computing & Information Technology > Computer science > Artificial intelligence > Expert systems / knowledge-based systems
Computing & Information Technology > Computer science > Artificial intelligence > Pattern recognition
Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Mathematics & Science > Mathematics > Combinatorics & graph theory
Computing & Information Technology > Business applications > Mathematical & statistical software
Computing & Information Technology > Databases > Data mining
Computing & Information Technology > Computer science > Image processing
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