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Volume 168 - Thirteenth Australasian Data Mining Conference(AusDM 2015), Sydney, Australia, August 2015This 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 VolumeAnam, 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
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Papers listed: 17
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