Pattern Recognition and Neural Networks by Brian D. Ripley
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Pattern Recognition and Neural Networks
By Brian D. Ripley

Pattern Recognition and Neural Networks

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Format: Paperback

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Pattern Recognition and Neural Networks by Brian D. Ripley

Book Description

This 1996 book is a reliable account of the statistical framework for pattern recognition and machine learning. With unparalleled coverage and a wealth of case-studies this book gives valuable insight into both the theory and the enormously diverse applications (which can be found in remote sensing, astrophysics, engineering and medicine, for example). So that readers can develop their skills and understanding, many of the real data sets used in the book are available from the author's website: www.stats.ox.ac.uk/~ripley/PRbook/. For the same reason, many examples are included to illustrate real problems in pattern recognition. Unifying principles are highlighted, and the author gives an overview of the state of the subject, making the book valuable to experienced researchers in statistics, machine learning/artificial intelligence and engineering. The clear writing style means that the book is also a superb introduction for non-specialists.

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Book Details

ISBN: 9780521717700
ISBN-10: 0521717701
Format: Paperback
(246mm x 189mm x 22mm)
Pages: 416
Imprint: Cambridge University Press
Publisher: Cambridge University Press
Publish Date: 10-Jan-2008
Country of Publication: United Kingdom

Other Editions...


Books By Author Brian D. Ripley

Saddlepoint Approximations with Applications by Brian D. Ripley Saddlepoint Approximations with Applications, Hardback (August 2007)

This book explains how approximate probability calculations make complex models tractable, with clear, simple explanations and real data examples.

Random Graph Dynamics by Brian D. Ripley Random Graph Dynamics, Hardback (October 2006)

This book uses mathematical arguments to obtain insights into random graphs.

Coordinate-free Approach to Linear Models by Brian D. Ripley Coordinate-free Approach to Linear Models, Hardback (October 2006)

Treats Model I ANOVA and linear regression models with non-random predictors in a finite-dimensional setting.

Statistical Mechanics of Disordered Systems by Brian D. Ripley Statistical Mechanics of Disordered Systems, Hardback (June 2006)

A self-contained graduate-level introduction to the statistical mechanics of disordered systems.

» View all books by Brian D. Ripley

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Author Biography - Brian D. Ripley

Brian Ripley is the Professor of Applied Statistics at the University of Oxford and a member of the Department of Statistics as well as a Professorial Fellow of St. Peter's College.

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Recent books by Brian D. Ripley close
Saddlepoint Approximations with Applications by Brian D. Ripley
Random Graph Dynamics by Brian D. Ripley
Coordinate-free Approach to Linear Models by Brian D. Ripley
Statistical Mechanics of Disordered Systems by Brian D. Ripley
Stochastic Simulation by Brian D. Ripley
Elements of Distribution Theory by Brian D. Ripley
Spatial Statistics by Brian D. Ripley
Statistical Analysis of Stochastic Processes in Time by Brian D. Ripley
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»
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