Computational Intelligence

Slides:

• Chapter 0 – About Class (Download)
• Chapter 1 – Introduction to Computational Intelligence (Download)
• Chapter 2 – Artificial Neural Networks (Download)
• Chapter 3 – Fuzzy Systems (Download)
• Chapter 4 – Evolutionary Computation (Download)

References:

• Computational Intelligence: A Methodological Introduction
  • Rudolf Kruse, S. Mostaghim, C. Borgelt, C. Braune, M. Steinbrecher
• Familiarity with Neural Networks
  • Dr. Mahmood Alborzi
• Fuzzy Systems and Fuzzy Control
  • Dr. Mohammad Teshneh lab
• Evolutionary Optimization Algorithms
  • Dr. Mohammd Mansoori
• Neural Networks, Fuzzy Logic and Genetic Algorithm
  • Mahmood Keshavarz Mehr

Other Materials:

• Google CoLab
• Kaggle
• Papers With Code
• UC Irvine Machine Learning Repository

Useful Links:

• IEEE Computational Intelligence Society
• Google Dataset Search

• Glossary of artificial intelligence