A Probabilistic Theory of Pattern Recognition
Download or Read eBook A Probabilistic Theory of Pattern Recognition PDF written by Luc Devroye and published by Springer Science & Business Media. This book was released on 1997-02-20 with total page 658 pages. Available in PDF, EPUB and Kindle.
Author | : Luc Devroye |
Publisher | : Springer Science & Business Media |
Total Pages | : 658 |
Release | : 1997-02-20 |
ISBN-10 | : 9780387946184 |
ISBN-13 | : 0387946187 |
Rating | : 4/5 (84 Downloads) |
Book Synopsis A Probabilistic Theory of Pattern Recognition by : Luc Devroye
Book excerpt: 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.