A Probabilistic Theory of Pattern Recognition
- ISBN-10
- 1461207118
- ISBN-13
- 9781461207115
- Category
- Mathematics
- Pages
- 638
- Language
- English
- Published
- 2013-11-27
- Publisher
- Springer Science & Business Media
- Authors
- László Györfi, Gabor Lugosi, Luc Devroye
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.
Get the book
Other editions
-
- 1997-02-20
- 658 pages
- Paperback
- Springer Science & Business Media
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