ENGLISH

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

By Gabor Lugosi , Luc Devroye , Laszlo Gyorfi

Book information

Publisher
Springer
Year
1996
ISBN
0387946187, 9780387946184
LCC
Q327 .D5 1996
Open Library ID
OL807924M
Language
english
Format
DJVU
Filesize
23 MB (23710883 bytes)
Edition
Corrected
Pages
653\653
Time added
2014-10-05 02:30:00

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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