Multi-Agent & Data Mining Group, UTS, Australia Chengqi Zhang Faculty of Information Technology...
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Multi-Agent & Data Mining Group, UTS, Australia Chengqi Zhang Faculty of Information Technology University of Technology Sydney, Australia Longbing Cao Faculty of Information Technology University of Technology Sydney, Australia
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Transcript of Multi-Agent & Data Mining Group, UTS, Australia Chengqi Zhang Faculty of Information Technology...
Multi-Agent & Data Mining Group, UTS, Australia
Chengqi ZhangFaculty of Information TechnologyUniversity of Technology Sydney, Australia Longbing CaoFaculty of Information TechnologyUniversity of Technology Sydney, Australia
18 December 2006 MultAgent & DataMining Group -- UTS, Hongkong
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Group
Multi-Agent & Data Mining Group Web: http://datamining.it.uts.edu.au People:
Data mining Shichao Zhang, Yanchang Zhao, Huaifeng
Zhang, Zhenxing Qin, Dan Luo, Yuming Ou Agent & mining
Chengqi Zhang, Longbing Cao, Jiarui Ni, Chao Luo, Ting Yu
18 December 2006 MultAgent & DataMining Group -- UTS, Hongkong
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Research interest
Association Rule Mining
Link Mining
Multiple Database Mining
Activity Mining
DATA MINING
Agent-Oriented Software Engineering
Open Complex Agent Systems
Organizational and Social AOSE
Agent-Service-Oriented Computing
MULTIAGENT
Mutual Problems in Agent & Mining
Agent Service-Based Mining Infrastructure
Ontological Issues in Agent & Mining
AGENT & MINING INTERACTION AND INTEGRATION
Intelligence Metasynthesis in Agent & Mining
Actionability of Agent-Mining Systems
Agent-Based Data Integration and Preprocessing
Data Mining Driven Trading Agents
Support Vector Machine
18 December 2006 MultAgent & DataMining Group -- UTS, Hongkong
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Agent-driven data mining
Agent service-based mining infrastructure Software engineering System implementation
Agent-based data integration and management
Agent service-based parallel mining
18 December 2006 MultAgent & DataMining Group -- UTS, Hongkong
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Data mining driven agents
Data mining driven trading agents Data mining driven agent
recommender
18 December 2006 MultAgent & DataMining Group -- UTS, Hongkong
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Agent & Mining Interaction and Integration
Mutual issues in agent & mining Domain knowledge Human roles Ontology Constraint Actionability Intelligence metasynthesis
18 December 2006 MultAgent & DataMining Group -- UTS, Hongkong
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Projects
Research grants 5 Australian Research Council Discovery
grants 1 Australian Research Council Linkage
grant
18 December 2006 MultAgent & DataMining Group -- UTS, Hongkong
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Projects
Industry grants Australian Commonwealth Government --
Centrelink projects Capital Markets Cooperative Research
Centre projects
18 December 2006 MultAgent & DataMining Group -- UTS, Hongkong
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Applications Ontology-based hybrid business
intelligence systems Agent service-based finance data mining
Agent-based data source management Agent-based data preprocessing Agent service-based data mining web platform Data mining algorithm plug-n-play Actionable trading pattern mining Trading rule optimization Parallel mining Pairs/link mining
18 December 2006 MultAgent & DataMining Group -- UTS, Hongkong
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F-Trade (www.f-trade.info) F-Trade: Financial Trading Rule
Automated Development and Evaluation
Started in 2003 Sponsored by Australian Capital
Markets CRC, Securities Industry Research Centre of Asia-Pacific, UTS
Environment: web-based, distributed, Java, C, Window, Linux
18 December 2006 MultAgent & DataMining Group -- UTS, Hongkong
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F-Trade
18 December 2006 MultAgent & DataMining Group -- UTS, Hongkong
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Directions
Agent & mining interaction and integration
Mutual issues Intelligence metasynthesis
Agent-mining symbiosis Agent-human-cooperated data mining
system
