Synopsis
Ripley brings together two crucial ideas in pattern recognition: statistical methods and machine learning via neural networks. He brings unifying principles to the fore, and reviews the state of the subject. Ripley also includes many examples to illustrate real problems in pattern recognition and how to overcome them.
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About the Author
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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Pattern Recognition and Neural Networks
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Cambridge University Press, 1996
ISBN 10: 0521460867
ISBN 13: 9780521460866
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Pattern Recognition and Neural Networks
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Cambridge University Press, 1996
ISBN 10: 0521460867
ISBN 13: 9780521460866
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Pattern Recognition and Neural Networks
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ISBN 10: 0521460867
ISBN 13: 9780521460866
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Pattern Recognition and Neural Networks
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ISBN 10: 0521460867
ISBN 13: 9780521460866
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Paperback. Condition: Very Good. 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. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Seller Inventory # GOR007397996
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Pattern Recognition and Neural Networks
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Pattern Recognition and Neural Networks
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ISBN 13: 9780521460866
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Pattern Recognition and Neural Networks
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Pattern Recognition and Neural Networks
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