A Probabilistic Theory of Pattern Recognition

L?szl? Gy?rfi Gabor Lugosi Luc Devroye

ISBN 10: 146126877X ISBN 13: 9781461268772

Editorial: Springer, 2013

Idioma: Ingl�s

Condici�n: Nuevo Encuadernaci�n de tapa blanda

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Descripci�n

pp. 660.

N� de ref. del art�culo 26128014485

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Detalles bibliogr�ficos

T�tulo: A Probabilistic Theory of Pattern Recognition
Editor: Springer
Fecha de publicaci�n: 2013
Idioma: Ingl�s
ISBN 10: 146126877X
ISBN 13: 9781461268772
Encuadernaci�n: Encuadernaci�n de tapa blanda
Estado: New

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Sinopsis

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.

Rese�a del editor

A self-contained and coherent account of probabilistic techniques, covering: distance measures, kernel rules, nearest neighbour rules, Vapnik-Chervonenkis theory, parametric classification, and feature extraction. Each chapter concludes with problems and exercises to further the readers understanding. Both research workers and graduate students will benefit from this wide-ranging and up-to-date account of a fast- moving field.

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