i-Analyst: An Agent-Based Distributed Data Mining Platform

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dc.contributor.author Moemeng, Chayapol en_US
dc.contributor.author Zhu, Xinhua en_US
dc.contributor.author Cao, Longbing en_US
dc.contributor.author Chen, Jiahang en_US
dc.contributor.editor Wei Fan, Wynne Hsu, Geoffrey I. Webb, Bing Liu, Chengqi Zhang, Dimitrios Gunopulos, and Xindong Wu en_US
dc.date.accessioned 2012-02-02T11:06:43Z
dc.date.available 2012-02-02T11:06:43Z
dc.date.issued 2010 en_US
dc.identifier 2010001670 en_US
dc.identifier.citation Moemeng Chayapol et al. 2010, 'i-Analyst: An Agent-Based Distributed Data Mining Platform', , IEEE, Sydney, NSW, Australia, , pp. 1404-1406. en_US
dc.identifier.issn 978-0-7695-4257-7 en_US
dc.identifier.other E1 en_US
dc.identifier.uri http://hdl.handle.net/10453/16105
dc.description.abstract User-friendliness and performance are important properties of data mining and analysis tools. In this demo, we introduced an agent-based distributed data mining platform that allows users to manage and share the data-mining-related resources conveniently. Furthermore, the platform employs agents for workflow enactment in which the performance is improved with agent abilities. We also present an example to illustrate how the platform works in distributed environment. The performance is relatively competitive with non-agent approach when data is highly distributed and large. en_US
dc.language English en_US
dc.publisher IEEE en_US
dc.relation.isbasedon http://dx.doi.org/10.1109/ICDMW.2010.69 en_US
dc.title i-Analyst: An Agent-Based Distributed Data Mining Platform en_US
dc.parent Data Mining Workshops (ICDMW), 2010 IEEE International Conference on en_US
dc.journal.volume en_US
dc.journal.number en_US
dc.publocation Sydney, NSW, Australia en_US
dc.identifier.startpage 1404 en_US
dc.identifier.endpage 1406 en_US
dc.cauo.name FEIT.Faculty of Engineering & Information Technology en_US
dc.conference Verified OK en_US
dc.for 080109 en_US
dc.personcode 10609598 en_US
dc.personcode 106564 en_US
dc.personcode 034535 en_US
dc.personcode 0000066491 en_US
dc.percentage 50 en_US
dc.classification.name Pattern Recognition and Data Mining en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom IEEE International Conference on Data Mining en_US
dc.date.activity 20101214 en_US
dc.location.activity Sydney, NSW en_US
dc.description.keywords data mining, software package, multi-agent system en_US
dc.staffid en_US

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