IEEE Transactions on Pattern Analysis and Machine Intelligence
Distributed Data Mining in Peer-to-Peer Networks
IEEE Internet Computing
Automated P2P Learning in Agent-Based Classification Networks
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Self-organization and multiagent systems: II. Applications and the development technology
Journal of Computer and Systems Sciences International
The role of intelligent agents and data mining in electronic partnership management
Expert Systems with Applications: An International Journal
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The paper considers agent and data mining interaction in ubiquitous environment and analyses some specific, for such environment, knowledge discovery tasks. It focuses on agent-based applications organized as overlay network of autonomous agents set up on top of ubiquitous environment composed overlay network of FIPA compliant P2P agent platform instances set up on top of the P2P communication service providers. The paper presents a generic P2P learning algorithm intended to provide for re-configurability of the above mentioned overlay networks and experimentally demonstrates it using a case study, P2P intrusion detection system.