|
| | | |
Volume 158 - Twelfth Australasian Data Mining Conference(AusDM14), Brisbane, Australia, November 2014This volume contains papers presented at the Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia, November 2014. 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. | | | Acceptance Rate Information.The full papers in this volume were peer refereed, in full, by an international programme committee. The acceptance rate was 45.3% (24 from 53). |
Volume Citation
Papers Included in the VolumeBarnes, C. (2014). Comparison of Athletic Performances across Disciplines. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 131-139. |
| Brittli, N. and Sharma, D. (2014). The Schema Last Approach to Data Fusion. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 51-58. |
| Brittli, N. and Sharma, D. (2014). A Triple Store Implementation to support Tabular Data. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 59-67. |
| Buckingham, L., Hogan, J.M., Geva, S. and Kelly, W. (2014). Locality-Sensitive Hashing for Protein Classification. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 141-147. |
| Chowdhury, I.J. and Nayak, R. (2014). Identifying Product Families Using Data Mining Techniques in Manufacturing Paradigm. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 113-120. |
| Denny, Wicaksono, P. and Manurung, R. (2014). Automatic Detection of Cluster Structure Changes using Relative Density Self-Organizing Maps. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 9-17. |
| Gao, Y., Xu, Y. and Li, Y. (2014). Pattern-based Topic Modelling for Query Expansion. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 165-173. |
| Ibrahim, M. and Carman, M. (2014). Improving Scalability and Performance of Random Forest Based Learning-to-Rank Algorithms by Aggressive Subsampling. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 91-99. |
| Ifada, N. and Nayak, R. (2014). An Efficient Tagging Data Interpretation and Representation Scheme for Item Recommendation. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 205-215. |
| Islam, M.Z., Mamun, Q. and Rahman, M.G. (2014). Data Cleansing during Data Collection fromWireless Sensor Networks. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 195-203. |
| Khan, M.M., Chalup, S.K. and Mendes, A. (2014). Evolving Wavelet Neural Networks for Breast Cancer Classiffcation. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 121-130. |
| Kholghi, M., Sitbon, L., Zuccon, G. and Nguyen, A. (2014). Factors Influencing Robustness and Effectiveness of Conditional Random Fields in Active Learning Frameworks. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 69-78. |
| Liang, H., Du, H. and Wang, Q. (2014). Real-time Collaborative Filtering Recommender Systems. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 227-231. |
| Meneghello, J., Lee, K. and Thompson, N. (2014). Towards Social Media as a Data Source for Opportunistic Sensor Networking. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 183-194. |
| Chathurani, N.W.U.D., Geva, S., Chandran, V. and Chappell, T. (2014). Towards Social Media as a Data Source for Opportunistic Sensor Networking. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 175-182. |
| Peden, Y. and Nayak, R. (2014). Detecting Digital Newspaper Duplicates with Focus on eliminating OCR errors. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 43-49. |
| Ranbaduge, T., Christen, P. and Vatsalan, D. (2014). Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 31-42. |
| Saglam, S.Y. and Street, W.N. (2014). Dynamic Class Prediction with Classifier Based Distance Measure. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 79-90. |
| Shaw, G. and Nayak, R. (2014). A Case Study of Utilising Concept Knowledge in a Topic Specific Document Collection. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 149-156. |
| Singh, S., Rumantir, G. and South, A. (2014). Market Segmentation of EFTPOS Retailers. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 19-24. |
| Singh, L. and Chetty, G. (2014). Optimized Pruned Annular Extreme Learning Machines. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 101-111. |
| Tang, X., Xu, Y., Abdel-Hafez, A. and Geva, S. (2014). A Multidimensional Collaborative Filtering Fusion Approach with Dimensionality Reduction. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 217-221. |
| Xiang, Z. and Islam, M.Z. (2014). Hartigan's Method for K-modes Clustering and Its Advantages. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 25-30. |
| Zhang, L., Li, Y. and Bijaksana, M.A. (2014). Decreasing Uncertainty for Improvement of Relevancy Prediction. In Proc. Twelfth Australasian Data Mining Conference (AusDM14), Brisbane, Australia. CRPIT, 158. Li, X., Liu, L., Ong, K.L. and Zhao, Y. Eds., ACS. 157-164. |
|
Papers listed: 24
|