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Pattern Recognition and Neural Networks - Hardcover

 
9780521460866: Pattern Recognition and Neural Networks

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Pattern Recognition and Neural Networks

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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/

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  • PublisherCambridge University Press
  • Publication date1996
  • ISBN 10 0521460867
  • ISBN 13 9780521460866
  • BindingHardcover
  • LanguageEnglish
  • Number of pages415

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Ripley, Brian D., Hjort, N. L.
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