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Computational Intelligence and Feature Selection

Language EnglishEnglish
Book Hardback
Book Computational Intelligence and Feature Selection Richard Jensen
Libristo code: 04882310
Publishers John Wiley & Sons Inc, October 2008
The rough and fuzzy set approaches presented here open up many new frontiers for continued research... Full description
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The rough and fuzzy set approaches presented here open up many new frontiers for continued research and development Computational Intelligence and Feature Selection provides readers with the background and fundamental ideas behind Feature Selection (FS), with an emphasis on techniques based on rough and fuzzy sets. For readers who are less familiar with the subject, the book begins with an introduction to fuzzy set theory and fuzzy-rough set theory. Building on this foundation, the book provides: A critical review of FS methods, with particular emphasis on their current limitations Program files implementing major algorithms, together with the necessary instructions and datasets, available on a related Web site Coverage of the background and fundamental ideas behind FS A systematic presentation of the leading methods reviewed in a consistent algorithmic framework Real-world applications with worked examples that illustrate the power and efficacy of the FS approaches covered An investigation of the associated areas of FS, including rule induction and clustering methods using hybridizations of fuzzy and rough set theories Computational Intelligence and Feature Selection is an ideal resource for advanced undergraduates, postgraduates, researchers, and professional engineers. However, its straightforward presentation of the underlying concepts makes the book meaningful to specialists and nonspecialists alike.

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About the book

Full name Computational Intelligence and Feature Selection
Language English
Binding Book - Hardback
Date of issue 2008
Number of pages 356
EAN 9780470229750
ISBN 0470229756
Libristo code 04882310
Weight 628
Dimensions 166 x 239 x 23
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