Studies in Fuzziness and Soft Computing

Feature Extraction

Foundations and Applications

Editors: Guyon, I., Gunn, S., Nikravesh, M., Zadeh, L.A. (Eds.)

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eBook 236,81 €
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  • ISBN 978-3-540-35488-8
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Hardcover 291,19 €
price for Spain (gross)
  • ISBN 978-3-540-35487-1
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  • Usually dispatched within 3 to 5 business days.
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Softcover 291,19 €
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  • ISBN 978-3-662-51771-0
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About this book

This book is both a reference for engineers and scientists and a teaching resource, featuring tutorial chapters and research papers on feature extraction.
"This book compiles some very promising techniques, coming from an extremely smart collection of researchers, delivering their best ideas in a competitive environment."
Trevor Hastie, Stanford University
"Feature selection is a key technology for making sense of the high dimensional data. Isabelle Guyon et al. have done a splendid job in designing a challenging competition, and collecting the lessons learned."
Bernhard Schoelkopf, Max Planck Institute
"There has been until now insufficient consideration of feature selection algorithms, no unified presentation of leading methods, and no systematic comparisons. This volume is noteworthy for the breadth of methods covered, the clarity of presentations, the unity in notation and the helpful statistical appendices."
David G. Stork, Ricoh Innovations
"Feature extraction finds application in biotechnology, industrial inspection, the Internet, radar, sonar, and speech recognition. This book will make a difference to the literature on machine learning."
Simon Haykin, Mc Master University
"This book sets a high standard as the public record of an interesting and effective competition."
Peter Norvig, Google Inc.

Table of contents (32 chapters)

Buy this book

eBook 236,81 €
price for Spain (gross)
  • ISBN 978-3-540-35488-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 291,19 €
price for Spain (gross)
  • ISBN 978-3-540-35487-1
  • with online files
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 291,19 €
price for Spain (gross)
  • ISBN 978-3-662-51771-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Feature Extraction
Book Subtitle
Foundations and Applications
Editors
  • Isabelle Guyon
  • Steve Gunn
  • Masoud Nikravesh
  • Lofti A. Zadeh
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
207
Copyright
2006
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-35488-8
DOI
10.1007/978-3-540-35488-8
Hardcover ISBN
978-3-540-35487-1
Softcover ISBN
978-3-662-51771-0
Series ISSN
1434-9922
Edition Number
1
Number of Pages
XXIV, 778
Topics