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Volume 61 - Data Mining and Analytics 2006

Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia, 29-30 November, 2006

This volume contains proceedings of the Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia, 29-30 November, 2006. 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 J. Kennedy, Jiuyong Li, Simeon J. Simoff and Graham J. Williams.

Published

November 2006.

ISBN-13

1-920-68242-2.

ISSN

1445-1336.

25 Papers, xii+192 pages, softcover.

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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 43.1% (25 from 58).


Volume Citation

Christen, P., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds. (2006). Data Mining and Analytics 2006. Proceedings of the Fifth Australasian Data Mining Conference (AusDM2006). CRPIT. 61. Sydney, Australia, ACS.


Papers Included in the Volume

Ahmad, M. and Teredesai, A. (2006). Modeling Proliferation of Ideas in Online Social Networks. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 185-190. abstractpdfBibTeXEndNoteGS

Al-Oqaily, A. and Kennedy, P.J. (2006). Using a Kernel-Based Approach to Visualize Integrated Chronic Fatigue Syndrome Datasets. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 53-61. abstractpdfBibTeXEndNoteGS

Algur, S.P. and Hiremath, P.S. (2006). Extraction of Flat and Nested Data Records from Web Pages. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 163-168. abstractpdfBibTeXEndNoteGS

Asheibi, A., Stirling, D. and Soetanto, D. (2006). Analyzing Harmonic Monitoring Data Using Data Mining. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 63-68. abstractpdfBibTeXEndNoteGS

Buang, N., Liu, N., Caelli, T., Lesslie, R. and Hill, M.J. (2006). Discover Knowledge From Distribution Maps Using Bayesian Networks. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 69-74. abstractpdfBibTeXEndNoteGS

Eitrich, T. and Lang, B. (2006). On The Optimal Working Set Size in Serial and Parallel Support Vector Machine Learning With The Decomposition Algorithm. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 121-128. abstractpdfBibTeXEndNoteGS

Ge, E., Nayak, R., Xu, Y. and Li, Y. (2006). Data Mining For Lifetime Prediction of Metallic Components. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 75-81. abstractpdfBibTeXEndNoteGS

Goiser, K. and Christen, P. (2006). Towards Automated Record Linkage. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 23-31. abstractpdfBibTeXEndNoteGS

Guillaume, S. and Alachaher, L.N. (2006). Visualization of Attractive and Repulsive Zones Between Variables. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 115-120. abstractpdfBibTeXEndNoteGS

He, H., Jin, H., Chen, J., McAullay, D., Li, J. and Fallon, T. (2006). Analysis of Breast Feeding Data Using Data Mining Methods. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 47-52. abstractpdfBibTeXEndNoteGS

Hu, H., Li, J., Plank, A., Wang, H. and Daggard, G. (2006). A Comparative Study of Classification Methods For Microarray Data Analysis. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 33-37. abstractpdfBibTeXEndNoteGS

Khalil, F., Li, J. and Wang, H. (2006). A Framework of Combining Markov Model With Association Rules for Predicting Web Page Accesses. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 177-184. abstractpdfBibTeXEndNoteGS

Luu, J. and Kennedy, P.J. (2006). Investigating the Size and Value Effect in Determining Performance of Australian Listed Companies: A Neural Network Approach. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 155-161. abstractpdfBibTeXEndNoteGS

Maindonald, J. (2006). Data Mining Methodological Weaknesses and Suggested Fixes. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 9-16. abstractpdfBibTeXEndNoteGS

Mansuy, T. and Hilderman, R. (2006). A Characterization of Wordnet Features in Boolean Models For Text Classification. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 103-109. abstractpdfBibTeXEndNoteGS

Mooney, C.H. and Roddick, J.F. (2006). Marking Time in Sequence Mining. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 129-134. abstractpdfBibTeXEndNoteGS

Nayak, R., Buys, L. and Lovie-Kitchins, J. (2006). Data Mining in Conceptualising Active Ageing. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 39-45. abstractpdfBibTeXEndNoteGS

Qiu, L., Ong, K.-L. and Lui, S.M. (2006). Safely Delegating Data Mining Tasks. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 1-7. abstractpdfBibTeXEndNoteGS

Rakotomalala, R., Chauchat, J.-H. and Pellegrino, F. (2006). Accuracy Estimation With Clustered Dataset. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 17-22. abstractpdfBibTeXEndNoteGS

Robertson, C., Geva, S. and Wolff, R. (2006). What Types of Events Provide the Strongest Evidence that the Stock Market is Affected by Company Specific News?. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 145-153. abstractpdfBibTeXEndNoteGS

Wanas, N., Said, D., Darwish, N. and Hegazy, N. (2006). A Study of Local and Global Thresholding Techniques in Text Categorization. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 91-101. abstractpdfBibTeXEndNoteGS

Wong, W., Liu, W. and Bennamoun, M. (2006). Integrated Scoring For Spelling Error Correction, Abbreviation Expansion and Case Restoration in Dirty Text. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 83-89. abstractpdfBibTeXEndNoteGS

Yeh, P.-J., Li, J.-T. and Yuan, S.-M. (2006). Tracking the Changes of Dynamic Web Pages in the Existence of URL Rewriting. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 169-176. abstractpdfBibTeXEndNoteGS

Zhang, L., Zhang, D., Simoff, S.J. and Debenham, J. (2006). Weighted Kernel Model For Text Categorization. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 111-114. abstractpdfBibTeXEndNoteGS

Zhao, Y., Cao, L., Morrow, Y., Ou, Y., Ni, J. and Zhang, C. (2006). Discovering Debtor Patterns of Centrelink Customers. In Proc. Fifth Australasian Data Mining Conference (AusDM2006), Sydney, Australia. CRPIT, 61. Peter, C., Kennedy, P.J., Li, J., Simoff, S.J. and Williams, G.J., Eds., ACS. 135-144. abstractpdfBibTeXEndNoteGS

Papers listed: 25

 

 

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