Electrical & Computer Engineering Faculty
Semnan University



Mohammad Javad Fadaeieslam

Assistant Professor

Pattern Recognition

Topics

  • Introduction
  • Linear Algebra, and Stochastic Variable (Review)
  • Bayes Decision Theory
  • Linear Classifiers      
  • Non-Linear Classifiers
  • Feature Selection & Feature Generation
  • Clustering
  • Combining Classifiers, Evaluation
  • Deep Learning (CNN, GAN)

Slides


Lectures


Assignments

Textbooks

  Pattern Recognition
Theodoridis, Koutroumbas
2008 
Academin Press