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Книга Pattern Classification - A Unified View of Statistical and Neural Approaches Jurgen Schurmann

Pattern Classification - A Unified View of Statistical and Neural Approaches

Автор: Jurgen Schurmann
Език: Английски език
Корици: С твърди корици
Издател: John Wiley & Sons Inc
Наличност: Външен склад
Изпращаме след 10-18 дни
203.41 € 397.84 лв
PATTERN CLASSIFICATION a unified view of statistical and neural approaches The product of years of...

Информация за книгата

Автор
Jurgen Schurmann
Език
Английски език
Корици
Книга - С твърди корици
Издадена
1996
страници
392
EAN
9780471135340
ISBN
0471135348
Enbook ID
04887753
Издател
John Wiley & Sons Inc
Теглоt
734
Размери
165 x 242 x 26

Пълно описание

PATTERN CLASSIFICATION 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.

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