U3 - mining unordered embedded subtrees using TMG candidate generation
| dc.contributor.author | Hadzic, Fedja | |
| dc.contributor.author | Tan, Henry | |
| dc.contributor.author | Dillon, Tharam S. | |
| dc.contributor.editor | Chengqi Zhang | |
| dc.contributor.editor | Nick Cercone | |
| dc.contributor.editor | Lakhmi Jain | |
| dc.date.accessioned | 2017-01-30T15:15:50Z | |
| dc.date.available | 2017-01-30T15:15:50Z | |
| dc.date.created | 2009-02-15T18:02:26Z | |
| dc.date.issued | 2008 | |
| dc.identifier.citation | Hadzic, 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.uri | http://hdl.handle.net/20.500.11937/44704 | |
| dc.identifier.doi | 10.1109/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.publisher | Institute of Electrical and Electronics Engineers (IEEE) Computer Society | |
| dc.title | U3 - mining unordered embedded subtrees using TMG candidate generation | |
| dc.type | Conference Paper | |
| dcterms.source.startPage | 285 | |
| dcterms.source.endPage | 292 | |
| dcterms.source.title | Proceedings of the international conference on web intelligence and intelligent agent technology (WI-IAT) 2008 | |
| dcterms.source.series | Proceedings of the international conference on web intelligence and intelligent agent technology (WI-IAT) 2008 | |
| dcterms.source.isbn | 9780769534961 | |
| dcterms.source.conference | International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) 2008 | |
| dcterms.source.conference-start-date | 9 Dec 2008 | |
| dcterms.source.conferencelocation | Sydney, Australia | |
| dcterms.source.place | Australia | |
| 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.department | Centre for Extended Enterprises and Business Intelligence | |
| curtin.accessStatus | Open access | |
| curtin.faculty | Curtin Business School | |
| curtin.faculty | School of Information Systems |