Pattern Recognition: Statistical, Structural and Neural Approaches

Schalkoff, Robert J.

ISBN 10: 0471552380 / ISBN 13: 9780471552383

Published by John Wiley and Sons Ltd, 1991

About this Item

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Bibliographic Details

• Title: Pattern Recognition: Statistical, Structural and Neural Approaches
• Publisher: John Wiley and Sons Ltd
• Publication Date: 1991
• Language: English
• ISBN 10: 0471552380
• ISBN 13: 9780471552383
• Binding: Paperback
• Condition: Good

About this title

Synopsis

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.