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Volume 134 - Tenth Australasian Data Mining Conference.

(AusDM'12), Sydney, Australia., 5-7 December 2012

This volume contains papers presented at the Tenth Australasian Data Mining Conference. (AusDM'12), Sydney, Australia., 5-7 December 2012. 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

Yanchang Zhao, Jiuyong Li , Paul J. Kennedy and Peter Christen..

Published

5-7 December 2012.

ISBN-13

978-1-921770-14-2..

ISSN

1445-1336.

25 Papers, x+241 pages.

BiBTeX file for Volume.

Complete Volume.

 
Acceptance Rate Information.

The full papers in this volume were peer refereed, in full, by an international programme committee. The acceptance rate was 45.5% (25 from 55).


Volume Citation

Yanchang Zhao, Jiuyong Li , Paul J. Kennedy and Peter Christen. Eds. (2012). Proceedings of the Tenth Australasian Data Mining Conference. (AusDM'12). CRPIT. 134. Sydney, Australia., ACS.


Papers Included in the Volume

Zhang, J., Liu, D., Ong, K.L., Li, Z. and Li, M. (2012). Detecting Topic Labels for Tweets by Matching Features from Pseudo-Relevance Feedback. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 9 - 20. abstractpdfBibTeXEndNoteGS

Yu, K., Li, Z., Guan, G., Wang, Z. and Feng, D. (2012). Unsupervised Text Segmentation using LDA and MCMC. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 21 - 26. abstractpdfBibTeXEndNoteGS

Rahman, M.A. and Islam, M.Z. (2012). CRUDAW: A Novel Fuzzy Technique for Clustering Records Following User Defined Attribute Weights. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 27 - 42. abstractpdfBibTeXEndNoteGS

Taha, K. (2012). GOtoGene: A Method for Determining the Functional Similarity among Gene Products. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 43 - 52. abstractpdfBibTeXEndNoteGS

Ghous, H., Kennedy, P.J., Ho, N. and Catchpoole, D.R. (2012). Functional Visualisation of Genes using Singular Value. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 53 - 60. abstractpdfBibTeXEndNoteGS

Wells, J.R., Ting, K.M. and Naiwala, C.P. (2012). A non-time series approach to vehicle related time series problems. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 61 - 70. abstractpdfBibTeXEndNoteGS

Sun, C., Stirling, D., Ritz, C., and Sammut, C. (2012). Variance-wise Segmentation for a Temporal-Adaptive SAX. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 71 - 78. abstractpdfBibTeXEndNoteGS

Sunehag, P., Shao, W. and Hutter, M. (2012). Coding of Non-Stationary Sources as a Foundation for Detecting Change Points and Outliers in Binary Time-Series. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 79 - 84. abstractpdfBibTeXEndNoteGS

Muhammad Fuad, (2012). ABC-SG: A New Artificial Bee Colony Algorithm-Based Distance of Sequential Data Using Sigma Grams. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 85 - 92. abstractpdfBibTeXEndNoteGS

Kelarev, A.V., Stranieri, A., Yearwood, J.L., Abawajy, J., Jelinek, H.F. (2012). Improving Classifications for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classifiers and Feature Selection Based. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 93 - 102. abstractpdfBibTeXEndNoteGS

Hussain, M.S., Monkaresi, H., Calvo, R.A. (2012). Combining Classifiers in Multimodal Affect Detection. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 103 - 108. abstractpdfBibTeXEndNoteGS

Bui, B.B., Hadzic, F and Hecker, M (2012). Application of Tree-structured Data Mining for Analysis of Process Logs in XML format. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 109 -118. abstractpdfBibTeXEndNoteGS

Soliman, O. S., Bahgat, R. and Adly, A. (2012). Associative Classification using a Bio-Inspired Algorithm. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 119 - 126. abstractpdfBibTeXEndNoteGS

Vatsalan, D. and Christen, P. (2012). An Iterative Two-Party Protocol for Scalable Privacy-Preserving Record Linkage. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 127 - 138. abstractpdfBibTeXEndNoteGS

Giggins, H. and Brankovic, L. (2012). VICUS - A Noise Addition Technique for Categorical Data. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 139 - 148. abstractpdfBibTeXEndNoteGS

Mayo, M. (2012). Cartesian Genetic Programming for Trading: A Preliminary Investigation. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 149 - 156. abstractpdfBibTeXEndNoteGS

Singh, L. and Chetty, G. (2012). A Comparative Study of MRI Data using Various Machine Learning and Pattern Recognition Algorithms to Detect Brain Abnormalities. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 157 - 166. abstractpdfBibTeXEndNoteGS

Koh, Y. S., Dobble, G. (2012). Indirect Weighted Association Rules Mining for Academic Network Collaboration Recommendations. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 167 - 174. abstractpdfBibTeXEndNoteGS

Meng Q. and kennedy, P.J. (2012). Using network evolution theory and singular value decomposition method to improve accuracy of link prediction in social networks. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 175 - 182. abstractpdfBibTeXEndNoteGS

Djuana, E., Xu, Y. and Li, Y. (2012). Learning Personalized Tag Ontology from User Tagging Information. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 183 - 190. abstractpdfBibTeXEndNoteGS

Li, J., Li, L., Wen, X. and Liao, J. (2012). A Collaborative Filtering Recommendation System Combining Semantics and Bayesian Reasoning. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 191 - 198. abstractpdfBibTeXEndNoteGS

Khan, M.A., Islam, M.Z., Hafeez, M. (2012). Evaluating the Performance of Several Data Mining Methods for Predicting Irrigation Water Requirement. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 199 - 208. abstractpdfBibTeXEndNoteGS

Vadlamudi, S.G., Chakrabarti, P.P. and Sarkar, S. (2012). Anytime Algorithms for Mining Groups with Maximum Coverage. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 209 - 220. abstractpdfBibTeXEndNoteGS

Hung, Y.S., Chen, K.B., Yang, C.T. and Deng, G.F. (2012). Mining Cluster-based Patterns for Elder Self-care Behavior. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 221 - 228. abstractpdfBibTeXEndNoteGS

Usman, M., Pears, R. and Fong, A.C.M. (2012). Data Guided Approach to Generate Multi-dimensional Schema for Targeted Knowledge Discovery. In Proc. Data Mining and Analytics 2012 (AusDM'12), Sydney, Australia. CRPIT, 134. Zhao, Y., Li, J. , Kennedy, P.J. and Christen, P. Eds., ACS. 229 - 240. abstractpdfBibTeXEndNoteGS

Papers listed: 25

 

 

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