TY  - BOOK
AU  - Theodoridis,Sergios
AU  - Koutroumbas, Konstantinos, 
TI  - Pattern recognition / 
SN  - 1597492728 (hbk.)
U1  - 006.4   22
PY  - 2009///
CY  - Amsterdam ; ,  London : 
PB  -  Elsevier/Academic Press, 
KW  - Pattern recognition systems
N1  - Previous ed.: Amsterdam: Academic, 2003; Includes bibliographical references and index; 1. Introduction -- 2. Classifiers based on Bayes Decision -- 3. Linear Classifiers -- 4. Nonlinear Classifiers -- 5. Feature Selection -- 6. Feature Generation I: Data Transformation and Dimensionality Reduction -- 7. Feature Generation II -- 8. Template Matching -- 9. Context Depedant Clarification -- 10. System Evaultion -- 11. Clustering: Basic Concepts -- 12. Clustering Algorithms: Algorithms L Sequential -- 13. Clustering Algorithms II: Hierarchical -- 14. Clustering Algorithms III: Based on Function Optimization -- 15. Clustering Algorithms IV: Clustering -- 16. Cluster Validity
N2  - This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised 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
ER  -