Data Mining: 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, Australia, November 28–30, 2018, Revised Selected Papers

Front Matter ....Pages I-XV
Front Matter ....Pages 1-1
 Misogynistic Tweet Detection: Modelling CNN with Small Datasets  (Md Abul Bashar, Richi Nayak, Nicolas Suzor, Bridget Weir)....Pages 3-16
 Multiple Support Vector Machines for Binary Text Classification Based on Sliding Window Technique  (Aisha Rashed Albqmi, Yuefeng Li, Yue Xu)....Pages 17-29
 High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder  (Mohammad Sultan Mahmud, Xianghua Fu, Joshua Zhexue Huang, Md. Abdul Masud)....Pages 30-42
 SPAARC: A Fast Decision Tree Algorithm  (Darren Yates, Md Zahidul Islam, Junbin Gao)....Pages 43-55
 LCS Based Diversity Maintenance in Adaptive Genetic Algorithms  (Ryoma Ohira, Md. Saiful Islam, Jun Jo, Bela Stantic)....Pages 56-68
 Categorical Features Transformation with Compact One-Hot Encoder for Fraud Detection in Distributed Environment  (Ikram Ul Haq, Iqbal Gondal, Peter Vamplew, Simon Brown)....Pages 69-80
Front Matter ....Pages 81-81
 Combining Machine Learning and Statistical Disclosure Control to Promote Open Data  (Nasca Peng)....Pages 83-93
 Predicting Air Quality from Low-Cost Sensor Measurements  (Hamish Huggard, Yun Sing Koh, Patricia Riddle, Gustavo Olivares)....Pages 94-106
 An Approach to Compress and Represents Time Series Data and Its Application in Electric Power Utilities  (Chee Keong Wee, Richi Nayak)....Pages 107-120
Front Matter ....Pages 121-121
 Applying Data Mining Methods to Generate Formative Feedback in Team Projects  (Rimmal Nadeem, X. Rosalind Wang, Caslon Chua)....Pages 123-134
 A Hybrid Missing Data Imputation Method for Constructing City Mobility Indices  (Sanaz Nikfalazar, Chung-Hsing Yeh, Susan Bedingfield, Hadi Akbarzadeh Khorshidi)....Pages 135-148
 A Novel Learning-to-Rank Method for Automated Camera Movement Control in E-Sports Spectating  (Hendi Lie, Darren Lukas, Jonathan Liebig, Richi Nayak)....Pages 149-160
 Homogeneous Feature Transfer and Heterogeneous Location Fine-Tuning for Cross-City Property Appraisal Framework  (Yihan Guo, Shan Lin, Xiao Ma, Jay Bal, Chang-tsun Li)....Pages 161-174
 Statistical Models of Dengue Fever  (Hamilton Link, Samuel N. Richter, Vitus J. Leung, Randy C. Brost, Cynthia A. Phillips, Andrea Staid)....Pages 175-186
Front Matter ....Pages 187-187
 Reference Values Based Hardening for Bloom Filters Based Privacy-Preserving Record Linkage  (Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen)....Pages 189-202
 Canopy-Based Private Blocking  (Yanfeng Shu, Stephen Hardy, Brian Thorne)....Pages 203-215
 Community Aware Personalized Hashtag Recommendation in Social Networks  (Areej Alsini, Amitava Datta, Du Q. Huynh, Jianxin Li)....Pages 216-227
 Behavioral Analysis of Users for Spammer Detection in a Multiplex Social Network  (Tahereh Pourhabibi, Yee Ling Boo, Kok-Leong Ong, Booi Kam, Xiuzhen Zhang)....Pages 228-240
 Taxonomy-Augmented Features for Document Clustering  (Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi, Bernie Kruger)....Pages 241-252
 A Modularity-Based Measure for Cluster Selection from Clustering Hierarchies  (Francisco de Assis Rodrigues dos Anjos, Jadson Castro Gertrudes, Jörg Sander, Ricardo J. G. B. Campello)....Pages 253-265
Front Matter ....Pages 267-267
 Positive Data Kernel Density Estimation via the LogKDE Package for R  (Hien D. Nguyen, Andrew T. Jones, Geoffrey J. McLachlan)....Pages 269-280
 The Role of Statistics Education in the Big Data Era  (Ryan H. L. Ip)....Pages 281-288
 Hierarchical Word Mover Distance for Collaboration Recommender System  (Chao Sun, King Tao Jason Ng, Philip Henville, Roman Marchant)....Pages 289-302
Front Matter ....Pages 303-303
 An Alternating Least Square Based Algorithm for Predicting Patient Survivability  (Qiming Hu, Jie Yang, Khin Than Win, Xufeng Huang)....Pages 305-317
 Interpreting Intermittent Bugs in Mozilla Applications Using Change Angle  (David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie)....Pages 318-330
 Implementation and Performance Analysis of Data-Mining Classification Algorithms on Smartphones  (Darren Yates, Md. Zahidul Islam, Junbin Gao)....Pages 331-343
Front Matter ....Pages 345-345
 Retinal Blood Vessels Extraction of Challenging Images  (Toufique Ahmed Soomro, Junbin Gao, Zheng Lihong, Ahmed J. Afifi, Shafiullah Soomro, Manoranjan Paul)....Pages 347-359
 Sequential Deep Learning for Action Recognition with Synthetic Multi-view Data from Depth Maps  (Bin Liang, Lihong Zheng, Xinying Li)....Pages 360-371
 Provenance Analysis for Instagram Photos  (Yijun Quan, Xufeng Lin, Chang-Tsun Li)....Pages 372-383
Front Matter ....Pages 385-385
 How Learning Analytics Becomes a Bridge for Non-expert Data Miners: Impact on Higher Education Online Teaching  (Katherine Herbert, Ian Holder)....Pages 387-395
Back Matter ....Pages 397-398