EC1041 Pattern Recognition: Statistical, Structural and Neural Approaches

Type
Book
Authors
ISBN 10
0471529745 
ISBN 13
9780471529743 
Category
IMP  [ Browse Items ]
Publication Year
1991 
Publisher
Wiley, United States 
Pages
384 
Series Name
EC1041 
Description
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. - from Amzon 
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