Pattern Recognition

by Sergios Theodoridis and Konstantinos Koutroumbas.

• Notes and Solution Manual

• 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)