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Volume 70 - Data Mining and Analytics 2007

6th Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia

This volume contains 6th Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. Where indicated, the paper is available for download in PDF or Postscript format.

The series is published by, and most papers are copyright of, the Australian Computer Society Inc. Reproduction for academic research and not-for-profit purposes is granted provided the copyright notice on the first page of each paper is included.

Edited by

Peter Christen, Paul Kennedy, Jiuyong Li, Inna Kolyshkina and Graham Williams.

Published

December 2007.

ISBN-13

978-1-920682-51-4.

ISSN

1445-1336.

26 Papers, xiv+254 pages.

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BiBTeX file for Volume.

Complete Volume.

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Acceptance Rate Information.

The full papers in this volume were peer refereed, in full, by an international programme committee. The acceptance rate was 37.7% (26 from 69).


Volume Citation

Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds. (2007). Data Mining and Analytics 2007. Proceedings of the Sixth Australasian Data Mining Conference (AusDM 2007). CRPIT. 70. Gold Coast, Australia, ACS.


Papers Included in the Volume

Amirbekyan, A. and Estivill-Castro, V. (2007). A New Efficient Privacy-Preserving Scalar Product Protocol. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 209-214. abstractpdfBibTeXEndNoteGS

Armstrong, L., Diepeveen, D. and Maddern, R. (2007). The application of data mining techniques to characterize agricultural soil profiles. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 85-100. abstractpdfBibTeXEndNoteGS

Baxter, R., Gawler, M. and Ang, R. (2007). Predictive Model of Insolvency Risk for Australian Corporations. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 21-28. abstractpdfBibTeXEndNoteGS

Chen, J. (2007). Useful Clustering Outcomes from Meaningful Time Series Clustering. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 101-109. abstractpdfBibTeXEndNoteGS

Christen, P. (2007). A Two-Step Classification Approach to Unsupervised Record Linkage. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 111-119. abstractpdfBibTeXEndNoteGS

Christen, P. (2007). Evaluation of a Graduate Level Data Mining Course with Industry Participants. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 233-241. abstractpdfBibTeXEndNoteGS

Dang, X.H., Ng, W.-K., Ong, K.-L. and Lee, V.C.S. (2007). Discovering Frequent Sets from Data Streams with CPU Constraint. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 121-128. abstractpdfBibTeXEndNoteGS

Denny, Williams, G.J. and Christen, P. (2007). Exploratory Multilevel Hot Spot Analysis: Australian Taxation Office Case Study. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 77-84. abstractpdfBibTeXEndNoteGS

Enkhsaikhan, M., Wong, W., Liu, W. and Reynolds, M. (2007). Measuring Data-Driven Ontology Changes using Text Mining. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 39-46. abstractpdfBibTeXEndNoteGS

Islam, K.S. (2007). An E-Market Framework to Determine the Strength of Business Relationships between Intelligent Agents. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 215-224. abstractpdfBibTeXEndNoteGS

Iyengar, V., Boier, I., Kelley, K. and Curatolo, R. (2007). Analytics for Audit and Business Controls in Corporate Travel and Entertainment. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 3-12. abstractpdfBibTeXEndNoteGS

Kolyshkina, I. and Simoff, S. (2007). Customer Analytics Projects: Addressing Existing Problems with a Process that Leads to Success. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 13-19. abstractpdfBibTeXEndNoteGS

Kutty, S., Nayak, R. and Li, Y. (2007). PCITMiner- Prefix-based Closed Induced Tree Miner for finding closed induced frequent subtrees. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 151-160. abstractpdfBibTeXEndNoteGS

Loekito, E. and Bailey, J. (2007). Are Zero-suppressed Binary Decision Diagrams Good for Mining Frequent Patterns in High Dimensional Datasets?. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 139-150. abstractpdfBibTeXEndNoteGS

Osman, D., Yearwood, J. and Vamplew, P. (2007). Using Corpus Analysis to Inform Research into Opinion Detection in Blogs. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 65-75. abstractpdfBibTeXEndNoteGS

Ozgul, F., Bondy, J. and Aksoy, H. (2007). Mining for offender group detection and story of a police operation. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 189-193. abstractpdfBibTeXEndNoteGS

Phua, C., Smith-Miles, K., Lee, V.C.S. and Gayler, R. (2007). Adaptive Spike Detection for Resilient Data Stream Mining. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 181-188. abstractpdfBibTeXEndNoteGS

Quinn, A., Stranieri, A. and Yearwood, J. (2007). Classification for accuracy and insight: A weighted sum approach. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 203-208. abstractpdfBibTeXEndNoteGS

Robertson, C., Geva, S. and Wolff, R. (2007). News Aware Volatility Forecasting: Is the Content of News Important?. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 161-170. abstractpdfBibTeXEndNoteGS

Roddick, J.F. and Fule, P. (2007). SemGrAM - Integrating Semantic Graphs into Association Rule Mining. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 129-137. abstractpdfBibTeXEndNoteGS

Shillabeer, A. and Roddick, J.F. (2007). Establishing a Lineage for Medical Knowledge Discovery. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 29-37. abstractpdfBibTeXEndNoteGS

Stewart, B. (2007). Reflection on Development and Delivery of a Data Mining Unit. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 225-232. abstractpdfBibTeXEndNoteGS

Tilakaratne, C., Mammadov, M. and Morris, S. (2007). Effectiveness of Using Quantified Intermarket Influence for Predicting Trading Signals of Stock Markets. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 171-179. abstractpdfBibTeXEndNoteGS

Truyen, T.T., Phung, D.Q. and Venkatesh, S. (2007). Preference Networks: Probabilistic Models for Recommendation Systems. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 195-202. abstractpdfBibTeXEndNoteGS

Wong, W., Liu, W. and Bennamoun, M. (2007). Determining Termhood for Learning Domain Ontologies using Domain Prevalence and Tendency. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 47-54. abstractpdfBibTeXEndNoteGS

Wong, W., Liu, W. and Bennamoun, M. (2007). Determining Termhood for Learning Domain Ontologies in a Probabilistic Framework. In Proc. Sixth Australasian Data Mining Conference (AusDM 2007), Gold Coast, Australia. CRPIT, 70. Christen, P., Kennedy, P.J., Li, J., Kolyshkina, I. and Williams, G.J., Eds., ACS. 55-63. abstractpdfBibTeXEndNoteGS

Papers listed: 26

 

 

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