Pattern Classification
Language: English
Published by John Wiley & Sons Mär 1996, 1996
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
US$ 315.47
Quantity: 2 available
Add to basketItem description from seller
Neuware - PATTERN CLASSIFICATIONa unified view of statistical and neural approachesThe product of years of research and practical experience in pattern classification, this book offers a theory-based engineering perspective on neural networks and statistical pattern classification. Pattern Classification sheds new light on the relationship between seemingly unrelated approaches to pattern recognition, including statistical methods, polynomial regression, multilayer perceptron, and radial basis functions. Important topics such as feature selection, reject criteria, classifier performance measurement, and classifier combinations are fully covered, as well as material on techniques that, until now, would have required an extensive literature search to locate. A full program of illustrations, graphs, and examples helps make the operations and general properties of different classification approaches intuitively understandable.Offering a lucid presentation of complex applications and their algorithms, Pattern Classification is an invaluable resource for researchers, engineers, and graduate students in this rapidly developing field.…
Seller Inventory # 9780471135340
- Title
- Pattern Classification
- Author
- Schurmann
- Publisher
- John Wiley & Sons Mär 1996
- Publication year
- 1996
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 0471135348
- ISBN 13
- 9780471135340
- Item weight
- 754 grams
- Dimensions
- 240x161x26 mm
a unified view of statistical and neural approaches
The product of years of research and practical experience in pattern classification, this book offers a theory-based engineering perspective on neural networks and statistical pattern classification. Pattern Classification sheds new light on the relationship between seemingly unrelated approaches to pattern recognition, including statistical methods, polynomial regression, multilayer perceptron, and radial basis functions. Important topics such as feature selection, reject criteria, classifier performance measurement, and classifier combinations are fully covered, as well as material on techniques that, until now, would have required an extensive literature search to locate. A full program of illustrations, graphs, and examples helps make the operations and general properties of different classification approaches intuitively understandable.
Offering a lucid presentation of complex applications and their algorithms, Pattern Classification is an invaluable resource for researchers, engineers, and graduate students in this rapidly developing field.
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
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