Statistical Pattern Recognition

Statistical Pattern Recognition
Author :
Publisher : John Wiley & Sons
Total Pages : 516
Release :
ISBN-10 : 9780470854785
ISBN-13 : 0470854782
Rating : 4/5 (782 Downloads)

Book Synopsis Statistical Pattern Recognition by : Andrew R. Webb

Download or read book Statistical Pattern Recognition written by Andrew R. Webb and published by John Wiley & Sons. This book was released on 2003-07-25 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical pattern recognition is a very active area of study andresearch, which has seen many advances in recent years. New andemerging applications - such as data mining, web searching,multimedia data retrieval, face recognition, and cursivehandwriting recognition - require robust and efficient patternrecognition techniques. Statistical decision making and estimationare regarded as fundamental to the study of pattern recognition. Statistical Pattern Recognition, Second Edition has been fullyupdated with new methods, applications and references. It providesa comprehensive introduction to this vibrant area - with materialdrawn from engineering, statistics, computer science and the socialsciences - and covers many application areas, such as databasedesign, artificial neural networks, and decision supportsystems. * Provides a self-contained introduction to statistical patternrecognition. * Each technique described is illustrated by real examples. * Covers Bayesian methods, neural networks, support vectormachines, and unsupervised classification. * Each section concludes with a description of the applicationsthat have been addressed and with further developments of thetheory. * Includes background material on dissimilarity, parameterestimation, data, linear algebra and probability. * Features a variety of exercises, from 'open-book' questions tomore lengthy projects. The book is aimed primarily at senior undergraduate and graduatestudents studying statistical pattern recognition, patternprocessing, neural networks, and data mining, in both statisticsand engineering departments. It is also an excellent source ofreference for technical professionals working in advancedinformation development environments. For further information on the techniques and applicationsdiscussed in this book please visit ahref="http://www.statistical-pattern-recognition.net/"www.statistical-pattern-recognition.net/a

Statistical Pattern Recognition Related Books

Statistical Pattern Recognition
Language: en
Pages: 516
Authors: Andrew R. Webb
Categories: Mathematics
Type: BOOK - Published: 2003-07-25 - Publisher: John Wiley & Sons

GET EBOOK

Statistical pattern recognition is a very active area of study andresearch, which has seen many advances in recent years. New andemerging applications - such as
Introduction to Statistical Pattern Recognition
Language: en
Pages: 606
Authors: Keinosuke Fukunaga
Categories: Computers
Type: BOOK - Published: 2013-10-22 - Publisher: Elsevier

GET EBOOK

This completely revised second edition presents an introduction to statistical pattern recognition. Pattern recognition in general covers a wide range of proble
Discriminant Analysis and Statistical Pattern Recognition
Language: en
Pages: 552
Authors: Geoffrey J. McLachlan
Categories: Mathematics
Type: BOOK - Published: 2005-02-25 - Publisher: John Wiley & Sons

GET EBOOK

The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and g
Handbook Of Pattern Recognition And Computer Vision (2nd Edition)
Language: en
Pages: 1045
Authors: Chi Hau Chen
Categories: Computers
Type: BOOK - Published: 1999-03-12 - Publisher: World Scientific

GET EBOOK

The very significant advances in computer vision and pattern recognition and their applications in the last few years reflect the strong and growing interest in
Random Graphs for Statistical Pattern Recognition
Language: en
Pages: 261
Authors: David J. Marchette
Categories: Mathematics
Type: BOOK - Published: 2005-02-11 - Publisher: John Wiley & Sons

GET EBOOK

A timely convergence of two widely used disciplines Random Graphs for Statistical Pattern Recognition is the first book to address the topic of random graphs as