Pattern Classification: A Unified View of Statistical and Neural Approaches - Image 1

£132.31

Wiley Pattern Classification: A Unified View of Statistical and Neural Approaches

Name: Pattern Classification: A Unified View of Statistical and Neural Approaches
Brand: Wiley
Price: 132.31 GBP
Availability: InStock

AI & Machine Learning

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Description

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.

Product Specifications

Brand: Wiley
Format: Hardcover
ASIN: 0471135348
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 04 April 1996
Listed Since: 09 February 2007

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Wiley Pattern Classification: A Unified View of Statistical and Neural Approaches

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