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

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dc.contributor.author Moemeng, C
dc.contributor.author Zhu, X
dc.contributor.author Cao, L
dc.contributor.author Chen, J
dc.contributor.editor Fan, W
dc.contributor.editor Hsu, W
dc.contributor.editor Webb, GI
dc.contributor.editor Liu, B
dc.contributor.editor Zhang, C
dc.contributor.editor Gunopulos, D
dc.contributor.editor Wu, X
dc.date.accessioned 2012-02-02T11:06:43Z
dc.date.issued 2010-01
dc.identifier.citation Data Mining Workshops (ICDMW), 2010 IEEE International Conference on, 2010, pp. 1404 - 1406
dc.identifier.isbn 978-0-7695-4257-7
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.
dc.publisher IEEE
dc.relation.isbasedon 10.1109/ICDMW.2010.69
dc.title i-Analyst: An Agent-Based Distributed Data Mining Platform
dc.type Conference Proceeding
dc.parent Data Mining Workshops (ICDMW), 2010 IEEE International Conference on
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.conference IEEE International Conference on Data Mining
dc.for 0804 Data Format
dc.for 080109 Pattern Recognition and Data Mining
dc.personcode 034535
dc.personcode 106564
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.date.activity 2010-12-14
dc.location.activity Sydney, NSW en_US
dc.location.activity ISI:000263626700038
dc.description.keywords data mining, software package, multi-agent system en_US
dc.description.keywords NA
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group /University of Technology Sydney/Strength - Quantum Computation and Intelligent Systems
utslib.copyright.status Closed Access
utslib.copyright.date 2015-04-15 12:17:09.805752+10
utslib.collection.history Closed (ID: 3)
utslib.collection.history Uncategorised (ID: 363)

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