Pattern recognition [electronic resource] / Sergios Theodoridis and Konstantinos Koutroumbas.
by
Theodoridis, Sergios, 1951-
ISBN
:
9780080513614
9780123695314
Title
:
Pattern recognition [electronic resource] / Sergios Theodoridis and Konstantinos Koutroumbas.
Author
:
Theodoridis, Sergios, 1951-
Personal Author
:
Theodoridis, Sergios, 1951-
Edition
:
3rd ed.
Publication Information
:
Amsterdam ; Boston : Elsevier/Academic Press, ©2006.
Physical Description
:
1 online resource (xvi, 837 pages) : illustrations.
Series
:
Pattern Recognition
Contents
:
Chapter 1: Introduction -- Chapter 2: Classifiers Based on Bayes Decision Theory -- Chapter 3: Linear Classifiers -- Chapter 4: Nonlinear Classifiers -- Chapter 5: Feature Selection -- Chapter 6: Feature Generation I -- Chapter 7: Feature Generation II -- Chapter 8: Template Matching -- Chapter 9: Context-Dependant Classification -- Chapter 10: System Evaluation -- Chapter 11: Clustering: Basic Concepts -- Chapter 12: Clustering Algorithms I (Sequential) -- Chapter 13: Clustering Algorithms II (Hierarchical) -- Chapter 14: Clustering Algorithms III (Functional Optimization) -- Chapter 15: Clustering Algorithms IV (Graph Theory) -- Chapter 16: Cluster Validity.
Local Note
:
eBooks on EBSCOhost
Subject Term
:
Pattern recognition systems.
Added Author
:
Koutroumbas, Konstantinos, 1967-
Format
:
Electronic Resources
Electronic Access
:
Publication Date
:
2006
Publication Information
:
Amsterdam ; Boston : Elsevier/Academic Press, ©2006.
Shelf Number | Material Type | Copy | Shelf Location | Status |
---|
006.4 22 | 1:E-BOOK | 1 | 1:ONLINE | Available for online access and/or download |