Pattern Recognition

by Sergios Theodoridis and Konstantinos Koutroumbas.

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Code For Various Problems:

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: Linear Transforms)
Chapter 7 (Feature Generation II)
Chapter 8 (Template Matching)
Chapter 12 (Clustering Algorithms I: Sequential Algorithms)
Chapter 13 (Clustering Algorithms II: Hierarchical Algorithms)
Chapter 14 (Clustering Algorithms III: Schemes Based on Function Optimization)