[share_ebook] A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) free ebook download


Author: Luc Devroye, Laszlo Gyorfi, Gabor Lugosi

Date: 1996-04-04

ISBN: 0387946187

Pages: 660

Language: English

Publisher: Springer

Category: Technical


Posted on 2011-11-18, by LionFar.

Description


Title:A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) free ebook download
Date1996-04-04
Language:English
Format:pdf
Size:10.78 MB

Description: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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