Abstraction in Artificial Intelligence and Complex Systems

1. Introduction
Lorenza Saitta, Jean-Daniel Zucker

2. Abstraction in Different Disciplines
Lorenza Saitta, Jean-Daniel Zucker

3. Abstraction in Artificial Intelligence
Lorenza Saitta, Jean-Daniel Zucker

4. Definitions of Abstraction
Lorenza Saitta, Jean-Daniel Zucker

5. Boundaries of Abstraction
Lorenza Saitta, Jean-Daniel Zucker

6. The Model
Lorenza Saitta, Jean-Daniel Zucker

7. Abstraction Operators and Design Patterns
Lorenza Saitta, Jean-Daniel Zucker

8. Properties of the KRA Model
Lorenza Saitta, Jean-Daniel Zucker

9. Abstraction in Machine Learning
Lorenza Saitta, Jean-Daniel Zucker

10. Simplicity, Complex Systems, and Abstraction
Lorenza Saitta, Jean-Daniel Zucker

11. Case Studies and Applications
Lorenza Saitta, Jean-Daniel Zucker

12. Discussion
Lorenza Saitta, Jean-Daniel Zucker

13. Conclusion
Lorenza Saitta, Jean-Daniel Zucker

Nyckelord: Computer Science, Artificial Intelligence (incl. Robotics), Image Processing and Computer Vision, Data Mining and Knowledge Discovery, Computer Appl. in Arts and Humanities