Articles liés à A Probabilistic Theory of Pattern Recognition

A Probabilistic Theory of Pattern Recognition - Couverture rigide

Livre 1 sur 30: Stochastic Modelling and Applied Probability

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9780387946184: A Probabilistic Theory of Pattern Recognition
Couverture rigide
ISBN 10 : 0387946187 ISBN 13 : 9780387946184
Editeur : Springer-Verlag New York Inc., 2000

Synopsis

Pattern recognition presents a significant challege for scientists and engineers, and many different approaches have been proposed. This book provides a self-contained account of probabilistic techniques that have been applied to the subject. Researchers and graduate students will benefit from this wide-ranging account of the field.

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

À propos de la quatrième de couverture

Pattern recognition presents one of the most significant challenges for scientists and engineers, and many different approaches have been proposed. The aim of this book is to provide a self-contained account of probabilistic analysis of these approaches. The book includes a discussion of distance measures, nonparametric methods based on kernels or nearest neighbors, Vapnik-Chervonenkis theory, epsilon entropy, parametric classification, error estimation, tree classifiers, and neural networks. Wherever possible, distribution-free properties and inequalities are derived. A substantial portion of the results or the analysis is new. Over 430 problems and exercises complement the material.

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

Éditeur
Springer-Verlag New York Inc.
Date d'édition
2000
Langue
anglais
ISBN 10 
0387946187
ISBN 13 
9780387946184
Reliure
Relié
Numéro d'édition
1
Nombre de pages
638
Coordonnées du fabricant
non disponible
Personne responsable
non disponible