Pattern Classification - A Unified View of Statistical and Neural Approaches

Name: Pattern Classification - A Unified View of Statistical and Neural Approaches
Brand: John Wiley & Sons Inc
SKU: 9780471135340
Price: 4395 CZK
Availability: InStock

Autor: Jurgen Schurmann

Jazyk:

Vazba: Pevná

Vydavatel: John Wiley & Sons Inc

Dostupnost: Skladem u dodavatele

Odesíláme za 10-18 dnů

4 395 Kč

PATTERN CLASSIFICATION a unified view of statistical and neural approaches The product of years of...

Informace o knize

Autor

Jurgen Schurmann

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

1996

Stránek

392

EAN

9780471135340

ISBN

0471135348

Enbook ID

04887753

Vydavatel

John Wiley & Sons Inc

Hmotnost

734

Rozměry

165 x 242 x 26

Kompletní popis

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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Pattern Classification - A Unified View of Statistical and Neural Approaches

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