A Probabilistic Theory of Pattern Recognition

Released on by Luc Devroye
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  • A Probabilistic Theory of Pattern Recognition Book Detail

  • Author : Luc Devroye
  • Release Date : 2013-11-27
  • Publisher : Springer Science & Business Media
  • Genre : Mathematics
  • Pages : 631
  • ISBN 13 : 1461207118
  • File Size : 62,62 MB
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A Probabilistic Theory of Pattern Recognition by Luc Devroye PDF Summary

Book 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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