Data Mining for Social Robotics Toward Autonomously Social Robots /

• Κύριοι συγγραφείς: Mohammad, Yasser (Συγγραφέας), Nishida, Toyoaki (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Έκδοση: 1st ed. 2015.
• Σειρά: Advanced Information and Knowledge Processing,
• Θέματα: Computer science.; Data mining.; Artificial intelligence.; Computer Science.; Data Mining and Knowledge Discovery.; Artificial Intelligence (incl. Robotics).

This book explores an approach to social robotics based solely on autonomous unsupervised techniques and positions it within a structured exposition of related research in psychology, neuroscience, HRI, and data mining. The authors present an autonomous and developmental approach that allows the rob...

Πίνακας περιεχομένων:

• Preface
• Introduction
• Part I: Time Series Mining
• Mining Time-Series Data
• Change Point Discovery
• Motif Discovery
• Causality Analysis
• Part II: Autonomously Social Robots
• Introduction to Social Robotics
• Imitation and Social Robotics
• Theoretical Foundations
• The Embodied Interactive Control Architecture
• Interacting Naturally
• Interaction Learning through Imitation
• Fluid Imitation
• Learning through Demonstration
• Conclusion
• Index.