Articles liés à Feature Extraction: Foundations And Applications

Feature Extraction: Foundations And Applications - Couverture rigide

Livre 30 sur 183: Studies in Fuzziness and Soft Computing
 
9783540354871: Feature Extraction: Foundations And Applications
Couverture rigide
ISBN 10 : 3540354875 ISBN 13 : 9783540354871
Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2006

Synopsis

This book is both a reference for engineers and scientists and a teaching resource, featuring tutorial chapters and research papers on feature extraction. Until now there has been insufficient consideration of feature selection algorithms, no unified presentation of leading methods, and no systematic comparisons.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de la quatrième de couverture

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'édition
2006
Langue
anglais
ISBN 10 
3540354875
ISBN 13 
9783540354871
Reliure
Relié
Nombre de pages
778
Éditeur
Guyon Isabelle, Gunn Steve, Nikravesh Masoud, Zadeh Lotfi A.
Coordonnées du fabricant
non disponible
Personne responsable
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3
Heidelberg
69115
Allemagne