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Pattern Recognition

Name: Pattern Recognition
Brand: Springer London Ltd
SKU: 01336331
Price: 16269 HUF
Availability: InStock
Author: M Narasimha Murty
ISBN: 9780857294944

M Narasimha Murty

Language

English

Book Paperback

Libristo code: 01336331

Publishers Springer London Ltd, July 2011

Observing the environment and recognising patterns for the purpose of decision making is fundamental... Full description

Libristo code: 01336331

111 b

16 269 Ft

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Observing the environment and recognising patterns for the purpose of decision making is fundamental to human nature. This book deals with the scientific discipline that enables similar perception in machines through pattern recognition (PR), which has application in diverse technology areas. This book is an exposition of principal topics in PR using an algorithmic approach. It provides a thorough introduction to the concepts of PR and a systematic account of the major topics in PR besides reviewing the vast progress made in the field in recent times. It includes basic techniques of PR, neural networks, support vector machines and decision trees. While theoretical aspects have been given due coverage, the emphasis is more on the practical. The book is replete with examples and illustrations and includes chapter-end exercises. It is designed to meet the needs of senior undergraduate and postgraduate students of computer science and allied disciplines.