Related Books

Error Estimation for Pattern Recognition
Language: en
Pages: 336
Authors: Ulisses M. Braga Neto
Categories: Technology & Engineering
Type: BOOK - Published: 2015-07-07 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

This book is the first of its kind to discuss error estimation with a model-based approach. From the basics of classifiers and error estimators to distributiona
Fundamentals of Pattern Recognition and Machine Learning
Language: en
Pages: 357
Authors: Ulisses Braga-Neto
Categories: Computers
Type: BOOK - Published: 2020-09-10 - Publisher: Springer Nature

DOWNLOAD EBOOK

Fundamentals of Pattern Recognition and Machine Learning is designed for a one or two-semester introductory course in Pattern Recognition or Machine Learning at
Introduction to Statistical Pattern Recognition
Language: en
Pages: 606
Authors: Keinosuke Fukunaga
Categories: Computers
Type: BOOK - Published: 2013-10-22 - Publisher: Elsevier

DOWNLOAD EBOOK

This completely revised second edition presents an introduction to statistical pattern recognition. Pattern recognition in general covers a wide range of proble
A Probabilistic Theory of Pattern Recognition
Language: en
Pages: 631
Authors: Luc Devroye
Categories: Mathematics
Type: BOOK - Published: 2013-11-27 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

A self-contained and coherent account of probabilistic techniques, covering: distance measures, kernel rules, nearest neighbour rules, Vapnik-Chervonenkis theor
Pattern Recognition and Machine Learning
Language: en
Pages: 0
Authors: Christopher M. Bishop
Categories: Computers
Type: BOOK - Published: 2016-08-23 - Publisher: Springer

DOWNLOAD EBOOK

This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approxi