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

by Gabor Lugosi (Author), Luc Devroye (Author), Laszlo Györfi (Author)

• New

  Hardcover
  1997

  $173.72

  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.