Machine Learning Paradigms

Part I. Machine Learning Fundamentals

1. Introduction
Dionisios N. Sotiropoulos, George A. Tsihrintzis

2. Machine Learning
Dionisios N. Sotiropoulos, George A. Tsihrintzis

3. The Class Imbalance Problem
Dionisios N. Sotiropoulos, George A. Tsihrintzis

4. Addressing the Class Imbalance Problem
Dionisios N. Sotiropoulos, George A. Tsihrintzis

5. Machine Learning Paradigms
Dionisios N. Sotiropoulos, George A. Tsihrintzis

Part II. Artificial Immune Systems

6. Immune System Fundamentals
Dionisios N. Sotiropoulos, George A. Tsihrintzis

7. Artificial Immune Systems
Dionisios N. Sotiropoulos, George A. Tsihrintzis

8. Experimental Evaluation of Artificial Immune System-Based Learning Algorithms
Dionisios N. Sotiropoulos, George A. Tsihrintzis

9. Conclusions and Future Work
Dionisios N. Sotiropoulos, George A. Tsihrintzis

Avainsanat: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics)