A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability)

Devroye, Luc,Gyà rfi, Laszlo,Lugosi, Gabor

ISBN 10: 146126877X / ISBN 13: 9781461268772

Published by Springer, 2013

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Bibliographic Details

Title: A Probabilistic Theory of Pattern ...

Publisher: Springer

Publication Date: 2013

Binding: paperback

Condition: Good

About this title

Synopsis:

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.