Introduction to Multiagent Systems
Introduction to Multiagent Systems
Agent Services-Based Infrastructure for Online Assessment of Trading Strategies
IAT '04 Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology
Data Mining: Concepts and Techniques
Data Mining: Concepts and Techniques
Agent Services-Orinted Architectural Design of Open Complex Agent Systems
IAT '05 Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology
Agent services-driven plug-and-play in F-TRADE
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Agent collaboration for multiple trading strategy integration
KES-AMSTA'08 Proceedings of the 2nd KES International conference on Agent and multi-agent systems: technologies and applications
Mining frequent agent action patterns for effective multi-agent-based web service composition
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Interaction relationships of caches in agent-based HD video surveillance: Discovery and utilization
Journal of Network and Computer Applications
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The interaction and integration of agent technology and data mining presents prominent benefits to solve some of challenging issues in individual areas. For instance, data mining can enhance agent learning, while agent can benefit data mining with distributed pattern discovery. In this paper, we summarize the main functionalities and features of an agent service and data mining symbiont -- F-Trade. The F-Trade is constructed in Java agent service following the theory of open complex agent systems. We demonstrate the roles of agents in building up the F-Trade, as well as how agents can support data mining. On the other hand, data mining is used to strengthen agents. F-Trade provides flexible and efficient services of trading evidence back-testing, optimization and discovery, as well as plug and play of algorithms, data and system modules for financial trading and surveillance with online connectivity to huge quantities of global market data.