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dc.contributor.authorHadzic, Fedja
dc.contributor.authorTan, Henry
dc.contributor.authorDillon, Tharam S.
dc.contributor.editorChengqi Zhang, Nick Cercone and Lakhmi Jain
dc.date.accessioned2017-01-30T15:15:50Z
dc.date.available2017-01-30T15:15:50Z
dc.date.created2009-02-15T18:02:26Z
dc.date.issued2008
dc.identifier.citationHadzic, Fedja and Tan, Henry and Dillon, Tharam. 2008. U3 - mining unordered embedded subtrees using TMG candidate generation, in Zhang, C. and Cercone, N. and Jain, L. (ed), International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) 2008, Dec 9 2008, pp. 285-292. Sydney, Australia: Institute of Electrical and Electronics Engineers (IEEE) Computer Society.
dc.identifier.urihttp://hdl.handle.net/20.500.11937/44704
dc.identifier.doi10.1109/WIIAT.2008.403
dc.description.abstract

In this paper we present an algorithm for mining of unordered embedded subtrees. This is an importantproblem for association rule mining from semistructured documents, and it has important applications in many biomedical, web and scientific domains. The proposed U3 algorithm is an extension of our general tree model guided (TMG) candidate generation framework and it considers both transaction based and occurrence match support. Synthetic and real world data sets are used to experimentally demonstrate the efficiency of our approach to the problem, and the flexibility of our general TMG framework.

dc.publisherInstitute of Electrical and Electronics Engineers (IEEE) Computer Society
dc.titleU3 - mining unordered embedded subtrees using TMG candidate generation
dc.typeConference Paper
dcterms.source.startPage285
dcterms.source.endPage292
dcterms.source.titleProceedings of the international conference on web intelligence and intelligent agent technology (WI-IAT) 2008
dcterms.source.seriesProceedings of the international conference on web intelligence and intelligent agent technology (WI-IAT) 2008
dcterms.source.isbn9780769534961
dcterms.source.conferenceInternational Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) 2008
dcterms.source.conference-start-date9 Dec 2008
dcterms.source.conferencelocationSydney, Australia
dcterms.source.placeAustralia
curtin.note

Copyright © 2008 IEEE This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

curtin.departmentCentre for Extended Enterprises and Business Intelligence
curtin.accessStatusOpen access
curtin.facultyCurtin Business School
curtin.facultySchool of Information Systems


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