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Pattern Recognition: Statistical, Structural and Neural Approaches - Softcover

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9780471552383: Pattern Recognition: Statistical, Structural and Neural Approaches

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Explores the heart of pattern recognition concepts, methods and applications using statistical, syntactic and neural approaches. Divided into four sections, it clearly demonstrates the similarities and differences among the three approaches. The second part deals with the statistical pattern recognition approach, starting with a simple example and finishing with unsupervised learning through clustering. Section three discusses the syntactic approach and explores such topics as the capabilities of string grammars and parsing; higher dimensional representations and graphical approaches. Part four presents an excellent overview of the emerging neural approach including an examination of pattern associations and feedforward nets. Along with examples, each chapter provides the reader with pertinent literature for a more in-depth study of specific topics.

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Explores the heart of pattern recognition concepts, methods and applications using statistical, syntactic and neural approaches. Divided into four sections, it clearly demonstrates the similarities and differences among the three approaches. The second part deals with the statistical pattern recognition approach, starting with a simple example and finishing with unsupervised learning through clustering. Section three discusses the syntactic approach and explores such topics as the capabilities of string grammars and parsing; higher dimensional representations and graphical approaches. Part four presents an excellent overview of the emerging neural approach including an examination of pattern associations and feedforward nets. Along with examples, each chapter provides the reader with pertinent literature for a more in-depth study of specific topics.

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Schalkoff, Robert J.
Published by John Wiley and Sons Ltd, 1991
ISBN 10: 0471552380 ISBN 13: 9780471552383
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Schalkoff, Robert J.
Published by John Wiley & Sons, 1992
ISBN 10: 0471552380 ISBN 13: 9780471552383
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Condition: Fair. This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. In fair condition, suitable as a study copy. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,550grams, ISBN:9780471552383. Seller Inventory # 9798356

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Schalkoff, R. J.
Published by John Wiley & Sons, 1991
ISBN 10: 0471552380 ISBN 13: 9780471552383
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Seller: Anybook.com, Lincoln, United Kingdom

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Condition: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. Clean from markings. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,550grams, ISBN:9780471552383. Seller Inventory # 9624184

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Schalkoff, Robert J.
Published by John Wiley & Sons, 1992
ISBN 10: 0471552380 ISBN 13: 9780471552383
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Seller: Anybook.com, Lincoln, United Kingdom

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Condition: Fair. This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. With owner's name inside cover. In fair condition, suitable as a study copy. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,550grams, ISBN:9780471552383. Seller Inventory # 9785289

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Schalkoff, R, J.
Published by John Wiley & Sons, 1992
ISBN 10: 0471552380 ISBN 13: 9780471552383
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Seller: Anybook.com, Lincoln, United Kingdom

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Condition: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has soft covers. Clean from markings. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,550grams, ISBN:9780471552383. Seller Inventory # 9724513

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