Pattern Recognition: Statistical, Structural, and Neural Approaches - Brossura

Schalkoff, Robert J.

Brossura

ISBN 10: 0471529745 ISBN 13: 9780471529743

Casa editrice: John Wiley & Sons Inc, 1991

Riassunto

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.

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Informazioni sull'autore

Robert J. Schalkoff is the author of Pattern Recognition: Statistical, Structural and Neural Approaches, published by Wiley.

Dettagli dell'edizione

• Editore: John Wiley & Sons Inc
• Data di pubblicazione: 1991
• Lingua: Inglese
• ISBN 10: 0471529745
• ISBN 13: 9780471529743
• Rilegatura: Copertina flessibile
• Numero di pagine: 388
• Contatto del produttore: Wiley VCH Verlag GmbH; info@wiley-vch.de; ; Boschstraße 12; Weinheim; Baden-Württemberg; 69469; Germania