General & Miscellaneous Computing, Cognitive Psychology
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Overview
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.Editorials
Booknews
A comprehensive text conveying the "why" as well as the "how" of statistical, syntactic, and neural approaches to pattern recognition. For beginning graduate/advanced undergraduate students as well as practicing engineers. Annotation c. Book News, Inc., Portland, OR (booknews.com)Book Details
Published
November 18, 1991
Publisher
John Wiley & Sons
Pages
384
Format
Paperback
ISBN
9780471529743