Volume 146 - Eleventh Australasian Data Mining Conference

(AusDM13), Canberra, Australia, November 2013

This volume contains papers presented at the Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia, November 2013. 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 Kennedy, Lin Liu, Kok-Leong Ong, Andrew Stranieri and Yanchang Zhao. Published November 2013;. ISBN-13 978-1-921770-16-6. ISSN 1445-1336. 20 Papers, xiv+189 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 37% (20 from 54).

Volume Citation

Papers Included in the Volume

Abe, K., Nakagawa, H., Minami, M. and Tian, H. (2013). Extraction of Essential Region in Gastric Area for Diagnosing Gastric Cancer Using Double Contrast X-ray Images. In Proc. Data Mining and Analytics 2013 (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 9-16.
Abe, K., Takagi, H., Minami, M. and Tian, H. (2013). Features for Measuring the Congestive Extent of Internal Hemorrhoids in Endoscopic Images. In Proc. Data Mining and Analytics 2013 (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 17-24.
Blond, A., Liu, W., Cardell-Oliver, R. (2013). An investigation on window size selection for human activity recognition. In Proc. Data Mining and Analytics 2013 (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 181-188.
Chen, L., Emerson, D. and Nayak, R. (2013). A Novel Process of Group-oriented Question Reduction for Rulebased Recommendation Websites. In Proc. Data Mining and Analytics 2013 (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 173-180.
Katz, P. and Schill, A. (2013). To Learn or to Rule: Two Approaches for Extracting Geographical Information from Unstructured Text. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 117-127.
Kolyshkina, I., Levin, B. and Goldsworthy, G. (2013). Using Social Media Data for Comparing Brand Awareness, Levels of Consumer Engagement, Public Opinion and Sentiment for Big Four Australian Banks. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 59-63.
Kumar, M. and Upadhyay, S. (2013). Predicting usefulness of online reviews using stochastic gradient boosting and randomized trees. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 65-72.
Li, J. (2013). Predictive Modelling Using Random Forest and Its Hybrid Methods with Geostatistical Techniques in Marine Environmental Geosciences. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 73-79.
Li, S., Liang, H. and Ramadan, B. (2013). Two Stage Similarity-aware Indexing for Large-scale Real-time Entity Resolution. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 107-115.
Liang, P., Roddick, J.F. and de Vries, D. (2013). Searching Frequent Pattern and Preffx Trees for Higher Order Rules. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 129-137.
Mohebi, E. and Bagirov, A.M. (2013). A New Modiffcation of Kohonen Neural Network for VQ and Clustering Problems. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 81-88.
Nahar, V., Li, X., Pang, C. and Zhang, Y. (2013). Cyberbullying Detection based on Text-Stream Classification. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 49-57.
Nandan, N., Malhotra, B. and Dahlmeier, D. (2013). sRADAR: A Complex Event Processing and Visual Analytics System for Maritime Intelligence. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 35-40.
Orimaye, S.O. (2013). Sentiment Augmented Bayesian Network. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 89-97.
Rahman, M.G. and Islam, M.Z. (2013). A Novel Framework Using Two Layers of Missing Value Imputation. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 149-160.
Tran, K.N., Alazab, M. and Broadhurst, R. (2013). Towards a Feature Rich Model for Predicting Spam Emails containing Malicious Attachments and URLs. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 161-171.
Zhao, Y. (2013). Analysing Twitter Data with Text Mining and Social Network Analysis. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 41-47.
Zhou, Y., Ioannou, I., Bailey, J., Kennedy, G. and OLeary, S. (2013). Evaluating Surgical Performance in Real Time Using Data Mining. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 25-34.
Hou, J. and Nayak, R. (2013). A Concept-based Retrieval Method for Entity-oriented Search. In Proc. Eleventh Australasian Data Mining Conference (AusDM13), Canberra, Australia. CRPIT, 146. Christen, P., Kennedy, P., Liu, L., Ong, K.L., Stranieri, A. and Zhao, Y. Eds., ACS. 99-105.

Papers listed: 19