A Probabilistic Theory Of Pattern Recognition
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A Probabilistic Theory of Pattern Recognition
Author | : Luc Devroye |
Publisher | : Springer Science & Business Media |
Total Pages | : 631 |
Release | : 2013-11-27 |
Genre | : Mathematics |
ISBN | : 1461207118 |
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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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