A Probabilistic Theory of Pattern Recognition

Luc Devroye

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Language: English

Published by Springer, Springer Nov 2013, 2013

146126877X / 9781461268772

Series: Book 1 of 30 - Stochastic Modelling and Applied Probability

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -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, free 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. 660 pp. Englisch.

Seller Inventory # 9781461268772

Title
A Probabilistic Theory of Pattern Recognition
Author
Luc Devroye
Publisher
Springer, Springer Nov 2013
Publication year
2013
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
146126877X
ISBN 13
9781461268772
Item weight
984 grams
Dimensions
235x155x36 mm
Series
Book 1 of 30: Stochastic Modelling and Applied Probability

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.66US$ 26.66
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BuchWeltWeit Ludwig Meier e.K.

Germany