IEEE Transactions on Pattern Analysis and Machine Intelligence
Distributed Data Mining in Peer-to-Peer Networks
IEEE Internet Computing
Interaction of Agents and Data Mining in Ubiquitous Environment
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Agent-based distributed decision-making in dynamic operational environments
Intelligent Decision Technologies
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Peer-to-Peer (P2P) computing is a novel computing paradigm receiving ever increasing attention of the research community. It provides new opportunities in design and implementation of large scale intelligent systems satisfying modern requirements to scalability, autonomy, mobility, fault tolerance, etc. This paradigm becomes particularly attractive if it is integrated with multi-agent systems. The paper is focused on P2P cooperative decision making and P2P machine learning of cooperation of autonomous agents in open P2P networks. It proposes P2P mechanism for decision combining utilized by autonomous decision making agents and for P2P learning of decision combining. The paper results are validated using case study, P2P agent-based intrusion detection system.