This book is both a reference for engineers and scientists and a teaching resource, featuring tutorial chapters and research papers on feature extraction. Its CD-ROM includes the data of the NIPS 2003 Feature Selection Challenge and sample Matlab code. Until now there has been insufficient consideration of feature selection algorithms, no unified presentation of leading methods, and no systematic comparisons.
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This book is both a reference for engineers and scientists and a teaching resource, featuring tutorial chapters and research papers on feature extraction. Its CD-ROM includes the data of the NIPS 2003 Feature Selection Challenge and sample Matlab code. Until now there has been insufficient consideration of feature selection algorithms, no unified presentation of leading methods, and no systematic comparisons.
Imprint | Springer-Verlag |
Country of origin | Germany |
Series | Studies in Fuzziness and Soft Computing, 207 |
Release date | July 2006 |
Availability | Expected to ship within 12 - 17 working days |
First published | 2006 |
Editors | Isabelle Guyon, Steve Gunn, Masoud Nikravesh, Lofti A. Zadeh |
Dimensions | 235 x 155 x 47mm (L x W x T) |
Format | Hardcover |
Pages | 778 |
ISBN-13 | 978-3-540-35487-1 |
Barcode | 9783540354871 |
Categories | |
LSN | 3-540-35487-5 |