Pattern Recognition

Name: Pattern Recognition
Price: 19.85 USD
Availability: InStock
ISBN: 9780123695314

ISBN-10: 0123695317

ISBN-13: 9780123695314

Edition: 3rd 2003 (Revised)

Authors: Sergios Theodoridis, Konstantinos Koutroumbas

List price: $89.95

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Description:

A classic -- offering comprehensive and unified coverage with a balance between theory and practice! Pattern recognition is integral to a wide spectrum of scientific disciplines and technologies including image analysis, speech recognition and audio classification, communications, computer-aided diagnosis, data mining. The authors, leading experts in the field of pattern recognition, have once again provided an up-to-date, self-contained volume encapsulating this wide spectrum of information. Each chapter is designed to begin with basics of theory progressing to advanced topics and then discusses cutting-edge techniques. Problems and exercises are present at the end of each chapter with…

Book details

List price: $89.95
Edition: 3rd
Copyright year: 2003
Publisher: Elsevier Science & Technology Books
Publication date: 2/24/2006
Binding: Hardcover
Pages: 856
Size: 6.25" wide x 9.00" long x 1.75" tall
Weight: 3.124
Language: English




Introduction



Classifiers Based on Bayes Decision Theory



Linear Classifiers



Nonlinear Classifiers



Feature Selection



Feature Generation I



Feature Generation II



Template Matching



Context-Dependant Classification



System Evaluation



Clustering: Basic Concepts



Clustering Algorithms I (Sequential)



Clustering Algorithms II (Hierarchical)



Clustering Algorithms III (Functional Optimization)



Clustering Algorithms IV (Graph Theory)



Cluster Validity