A Probabilistic Theory of Pattern Recognition
| Author | : Luc Devroye |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 631 |
| Release | : 2013-11-27 |
| ISBN-10 | : 9781461207115 |
| ISBN-13 | : 1461207118 |
| Rating | : 4/5 (15 Downloads) |
Book Synopsis A Probabilistic Theory of Pattern Recognition by : Luc Devroye
Download or read book A Probabilistic Theory of Pattern Recognition written by Luc Devroye and published by Springer Science & Business Media. This book was released on 2013-11-27 with total page 631 pages. Available in PDF, EPUB and Kindle. 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.
