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Volume 168 - Thirteenth Australasian Data Mining Conference

(AusDM 2015), Sydney, Australia, August 2015

This volume contains papers presented at the Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia, August 2015. 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

Kok-Leong Ong, Yanchang Zhao, Md Glenn Stone and Md Zahid Islam.

Published

August 2015;.

ISBN-13

978-1-921770-18-0.

ISSN

1445-1336.

17 Papers, xi+195 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 43.6% (17 from 39).


Volume Citation

Papers Included in the Volume

Anam, S., Kim, Y. S., Kang, B. H. and and Liu, Q. (2015). Designing a Knowledge-based Schema Matching System for Schema Mapping. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 69-77. abstractpdfBibTeXEndNoteGS

Arefin, A.S., Berretta, R. and Moscato, P. (2015). On Ranking Nodes using kNN Graphs, Shortest-paths and GPUs. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 29-38. abstractpdfBibTeXEndNoteGS

Callister, R., Lazarescu, M. and Pham, D.S. (2015). Detection of Structural Changes in Data Streams. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 79-88. abstractpdfBibTeXEndNoteGS

Curiskis, S.A., Osborn, T.R. and Kennedy, P.J. (2015). Link Prediction and Topological Feature Importance in Social Networks. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 39-50. abstractpdfBibTeXEndNoteGS

Fletcher, S. and Islam, M.Z. (2015). A Differentially Private Decision Forest. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 99-108. abstractpdfBibTeXEndNoteGS

Fu, W., Zhang, M. and Johnston, M. (2015). Genetic Programming for Extracting Edge Features Using Two Blocks. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 141-150. abstractpdfBibTeXEndNoteGS

Furner, M. and Islam, M.Z. (2015). Multiple Imputation on Partitioned Datasets. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 59-68. abstractpdfBibTeXEndNoteGS

Huang, Q., Ong, K.L. and Alahakoon, D. (2015). Improving Bridge Deterioration Modelling Using Rainfall Data from the Bureau of Meteorology. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 161-167. abstractpdfBibTeXEndNoteGS

Natarajan, T., Pham, D.S. and Lazarescu, M. (2015). An Industrial Application of Rotation Forest: Transformer Health. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 177-184. abstractpdfBibTeXEndNoteGS

Nofong, V.M. (2015). Mining Productive Emerging Patterns and Their Application in Trend Prediction. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 109-117. abstractpdfBibTeXEndNoteGS

Rahman, M.A. and Islam, M.Z. (2015). AWST: A Novel Attribute Weight Selection Technique for Data Clustering. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 51-58. abstractpdfBibTeXEndNoteGS

Samha, A.K., Li, Y. and Zhang, J. (2015). Aspect-Based Opinion Mining from Product Reviews Using Conditional Random Fields. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 119-128. abstractpdfBibTeXEndNoteGS

Shouman, M. and Turner, T. (2015). Non-Invasive Attributes Significance in the Risk Evaluation of Heart Disease Using Decision Tree Analysis. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 185-193. abstractpdfBibTeXEndNoteGS

Wang, J., Lu, A. and Jiang, X. (2015). An Improved SMO Algorithm for Credit Risk Evaluation. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 169-176. abstractpdfBibTeXEndNoteGS

Butler-Yeoman, T., Xue, B. and Zhang, M. (2015). Particle Swarm Optimisation for Feature Selection: A Size-Controlled Approach. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 151-159. abstractpdfBibTeXEndNoteGS

Zaher, A.A., Berretta, R., Arefin, A.S. and Moscato, P. (2015). FSMEC: A Feature Selection Method based on the Minimum Spanning Tree and Evolutionary Computation. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 129-139. abstractpdfBibTeXEndNoteGS

Adnan, M.N. and Islam, M.Z. (2015). Complement Random Forest. In Proc. Thirteenth Australasian Data Mining Conference (AusDM 2015), Sydney, Australia. CRPIT, 168. Ong, K.L., Zhao, Y., Stone, M.G. and Islam, M.Z. Eds., ACS. 89-97. abstractpdfBibTeXEndNoteGS

Papers listed: 17

 

 

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