Pattern Recognition and Neural Networks - Hardcover

Ripley, Brian D.

Hardcover

ISBN 10: 0521460867 ISBN 13: 9780521460866

Publisher: Cambridge University Press, 1996

Synopsis

Pattern Recognition and Neural Networks

About this title

Review:

'The combination of theory and examples makes this a unique and interesting book.' A. Gelman, Journal of the International Statistical Institute

'I can warmly recommend this book. Every researcher will benefit by the broadness of Ripley's view and the comprehensive bibliography.' Dee Denteneer, ITW Nieuws

'... a grand overview of both the theory and the practice of the field ... of benefit to anyone who has an interest in a principled approach to statistical data analysis ... will indeed provide an excellent reference for many years to come.' Stephen Roberts, The Times Higher Education Supplement

'... an excellent text on the statistics of pattern classifiers and the application of neural network techniques ... Ripley has managed ... to produce an altogether accessible text ...[it] will be rightly popular with newcomers to the area for its ability to present the mathematics of statistical pattern recognition and neural networks in an accessible format and engaging style.' Nature

'... a valuable reference for engineers and science researchers.' Optics and Photonics News

Book Description:

This 1996 book is a reliable account of the statistical framework for pattern recognition and machine learning. Valuable advice is included on both theory and applications, while case studies based on real data sets help readers develop their understanding. All data sets are available from www.stats.ox.ac.uk/~ripley/PRbook/

About this edition

• Publisher: Cambridge University Press
• Publication date: 1996
• ISBN 10: 0521460867
• ISBN 13: 9780521460866
• Binding: Hardcover
• Number of pages: 415