Data Mining for Social Robotics

1. Introduction
Yasser Mohammad, Toyoaki Nishida

Part I. Time Series Mining

2. Mining Time-Series Data
Yasser Mohammad, Toyoaki Nishida

3. Change Point Discovery
Yasser Mohammad, Toyoaki Nishida

4. Motif Discovery
Yasser Mohammad, Toyoaki Nishida

5. Causality Analysis
Yasser Mohammad, Toyoaki Nishida

Part II. Autonomously Social Robots

6. Introduction to Social Robotics
Yasser Mohammad, Toyoaki Nishida

7. Imitation and Social Robotics
Yasser Mohammad, Toyoaki Nishida

8. Theoretical Foundations
Yasser Mohammad, Toyoaki Nishida

9. The Embodied Interactive Control Architecture
Yasser Mohammad, Toyoaki Nishida

10. Interacting Naturally
Yasser Mohammad, Toyoaki Nishida

11. Interaction Learning Through Imitation
Yasser Mohammad, Toyoaki Nishida

12. Fluid Imitation
Yasser Mohammad, Toyoaki Nishida

13. Learning from Demonstration
Yasser Mohammad, Toyoaki Nishida

14. Conclusion
Yasser Mohammad, Toyoaki Nishida

Avainsanat: Computer Science, Data Mining and Knowledge Discovery, Artificial Intelligence (incl. Robotics)