Transactions on Computational Collective Intelligence IV

✍ Scribed by Ireneusz Czarnowski (auth.), Ngoc Thanh Nguyen (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2011
• Tongue: English
• Leaves: 214
• Series: Lecture Notes in Computer Science 6660 Journal subline
• Edition: 1
• Category: Library

✦ Synopsis

These Transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the Semantic Web, social networks and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood
as the form of intelligence that emerges from the collaboration and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems.

This fourth issue contains a collection of 6 articles selected from high-quality submissions. The first paper of Ireneusz Czarnowski entitled "Distributed Learning with Data Reduction" consists of 120 pages and has a monograph chracter. The second part consists of five regular papers adressing advances in the foundations and applications of computational collective intelligence.

✦ Table of Contents

Front Matter....Pages -
Front Matter....Pages 1-1
Distributed Learning with Data Reduction....Pages 3-121
Front Matter....Pages 123-123
Data Clustering Based on an Efficient Hybrid of K-Harmonic Means, PSO and GA....Pages 125-140
A Study of Probability Collectives Multi-agent Systems on Optimization and Robustness....Pages 141-159
Inference Rules in Multi-agents’ Temporal Logics....Pages 160-176
Selecting ISPs....Pages 177-191
AbSM – Agent-Based Session Mobility....Pages 192-209
Back Matter....Pages -

✦ Subjects

Artificial Intelligence (incl. Robotics); Computer Communication Networks; Information Systems Applications (incl.Internet); Software Engineering; Information Storage and Retrieval; Computation by Abstract Devices