Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
Self-organizing maps
Papyrus: a system for data mining over local and wide area clusters and super-clusters
SC '99 Proceedings of the 1999 ACM/IEEE conference on Supercomputing
Towards a fault-tolerant multi-agent system architecture
AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
An agent-based approach for building complex software systems
Communications of the ACM
Mining a growing feature map by data skeleton modelling
Data mining and computational intelligence
Kodama: towards a distributed web searching
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2
Probabilistic Reasoning in Multi-Agent Systems: A Graphical Models Approach
Probabilistic Reasoning in Multi-Agent Systems: A Graphical Models Approach
Amalthaea: An Evolving Multi-Agent Information Filtering and Discovery System for the WWW
Autonomous Agents and Multi-Agent Systems
Autonomous Agents and Multi-Agent Systems
Trends in Cooperative Distributed Problem Solving
IEEE Transactions on Knowledge and Data Engineering
Distributed Intelligent Agents
IEEE Expert: Intelligent Systems and Their Applications
Collaborative Kodama Agents with Automated Learning and Adapting for Personalized Web Searching
Proceedings of the Thirteenth Conference on Innovative Applications of Artificial Intelligence Conference
A Distributed OLAP Infrastructure for E-Commerce
COOPIS '99 Proceedings of the Fourth IECIS International Conference on Cooperative Information Systems
Semantic Brokering over Dynamic Heterogeneous Data Sources in InfoSleuth(tm)
ICDE '99 Proceedings of the 15th International Conference on Data Engineering
The Adaptive Agent Architecture: Achieving Fault-Tolerance Using Persistent Broker Teams
ICMAS '00 Proceedings of the Fourth International Conference on MultiAgent Systems (ICMAS-2000)
Discovery and Sharing of Knowledge with Self-Organized Agents
IAT '03 Proceedings of the IEEE/WIC International Conference on Intelligent Agent Technology
Dynamic self-organizing maps with controlled growth for knowledge discovery
IEEE Transactions on Neural Networks
Configuration and control design model for an agent based Flexible Distributed System
Web Intelligence and Agent Systems
Scalable dynamic self-organising maps for mining massive textual data
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Manufacturing yield improvement by clustering
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Semi-supervised learning of dynamic self-organising maps
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Growing Self-Organizing Map with cross insert for mixed-type data clustering
Applied Soft Computing
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This paper presents a multi agent system which provides a method for cooperation and coordination among agents using collective reasoning. There are two types of agents in the system: distributed agents and a central administrator agent. The distributed agents provide local knowledge extraction tasks and communicate it to the central administrator agent. The central administrator agent builds a global picture about the problem domain using the local knowledge of each agent. It uses the Growing Self Organizing Map (GSOM), which is a dynamic version of the Self Organizing Map (SOM) for analyzing the global knowledge. The system differs from similar systems which employ central administrator functionality as the central administrator agent in the proposed system is capable of autonomously refining the task model of the distributed agents and dynamically determining the efficient number of agents required in the system.