Pattern Recognition

Name: Pattern Recognition
Price: 43.87 USD
Availability: InStock
ISBN: 9781597492720

ISBN-10: 1597492728

ISBN-13: 9781597492720

Edition: 4th 2008

Authors: Sergios Theodoridis, Konstantinos Koutroumbas

List price: $109.00

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Description:

This book considers classical and current theory and practice, of both supervised and unsupervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of pattern recognition, have provided an up-to-date, self-contained volume encapsulating this wide spectrum of information. The very latest methods are incorporated in this edition: semi-supervised learning, combining clustering algorithms, and relevance feedback. This edition includes many more worked examples and diagrams (in two colour) to help give greater understanding of the methods and their application. Computer-based problems will be included…

Book details

List price: $109.00
Edition: 4th
Copyright year: 2008
Publisher: Elsevier Science & Technology Books
Publication date: 10/20/2008
Binding: Hardcover
Pages: 984
Size: 7.50" wide x 9.25" long x 2.00" tall
Weight: 4.708
Language: English




Introduction



Classifiers based on Bayes Decision



Linear Classifiers



Nonlinear Classifiers



Feature Selection



Feature Generation I: Data Transformation and Dimensionality Reduction



Feature Generation II



Template Matching



Context Depedant Clarification



System Evaultion



Clustering: Basic Concepts



Clustering Algorithms: Algorithms L Sequential



Clustering Algorithms II: Hierarchical



Clustering Algorithms III: Based on Function Optimization



Clustering Algorithms IV: Clustering



Cluster Validity