Pattern Recognition : Statistical, Structural and Neural Approaches

Robert J. Schalkoff

ISBN 10: 0471529745 / ISBN 13: 9780471529743

Editore: Wiley & Sons, 1991

Riguardo questo articolo

Neuware - 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.

Codice articolo 9780471529743

Dati bibliografici

• Titolo: Pattern Recognition : Statistical, Structural and Neural Approaches
• Editore: Wiley & Sons
• Data di pubblicazione: 1991
• Lingua: Inglese
• ISBN 10: 0471529745
• ISBN 13: 9780471529743
• Rilegatura: Taschenbuch
• Condizione: Neu

Descrizione articolo

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.

Informazioni sull?autore

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