Introduction to Pattern Recognition : Statistical, Structural, Neural and Fuzzy Logic Approaches (Series in Machine Perception and Artificial Intelligence)

Friedman, Menahem; Kandel, Abraham

ISBN 10: 9810233124 / ISBN 13: 9789810233129

Edité par World Scientific Publishing Company, 1999

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Détails bibliographiques

• Titre: Introduction to Pattern Recognition : Statistical, Structural, Neural and Fuzzy Logic Approaches (Series in Machine Perception and Artificial Intelligence)
• Éditeur: World Scientific Publishing Company
• Date de parution: 1999
• Langue: anglais
• ISBN à 10 chiffres: 9810233124
• ISBN à 13 chiffres: 9789810233129
• Reliure: Hardcover
• État de l'article: New

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Synopsis

This book is an introduction to pattern recognition, meant for undergraduate and graduate students in computer science and related fields in science and technology. Most of the topics are accompanied by detailed algorithms and real world applications. In addition to statistical and structural approaches, novel topics such as fuzzy pattern recognition and pattern recognition via neural networks are also reviewed. Each topic is followed by several examples solved in detail. The only prerequisites for using this book are a one-semester course in discrete mathematics and a knowledge of the basic preliminaries of calculus, linear algebra and probability theory.