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ORCID16th AusDM 2018: Bahrurst, NSW, Australia
- Md. Rafiqul Islam, Yun Sing Koh, Yanchang Zhao
, Warwick Graco, David Stirling, Chang-Tsun Li, Md Zahidul Islam:
Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, Australia, November 28-30, 2018, Revised Selected Papers. Communications in Computer and Information Science 996, Springer 2019, ISBN 978-981-13-6660-4
Classification Tasks
- Md. Abul Bashar, Richi Nayak, Nicolas Suzor, Bridget Weir:
Misogynistic Tweet Detection: Modelling CNN with Small Datasets. 3-16 - Aisha Rashed Albqmi, Yuefeng Li, Yue Xu:
Multiple Support Vector Machines for Binary Text Classification Based on Sliding Window Technique. 17-29 - Mohammad Sultan Mahmud, Xianghua Fu, Joshua Zhexue Huang, Md Abdul Masud:
High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder. 30-42 - Darren Yates, Md Zahidul Islam, Junbin Gao:
SPAARC: A Fast Decision Tree Algorithm. 43-55 - Ryoma J. Ohira, Md. Saiful Islam, Jun Jo, Bela Stantic:
LCS Based Diversity Maintenance in Adaptive Genetic Algorithms. 56-68 - Ikram Ul Haq, Iqbal Gondal, Peter Vamplew, Simon Brown:
Categorical Features Transformation with Compact One-Hot Encoder for Fraud Detection in Distributed Environment. 69-80
Transport, Environment and Energy
- Nasca Peng:
Combining Machine Learning and Statistical Disclosure Control to Promote Open Data. 83-93 - Hamish Huggard, Yun Sing Koh, Patricia Riddle, Gustavo Olivares:
Predicting Air Quality from Low-Cost Sensor Measurements. 94-106 - Chee Keong Wee, Richi Nayak:
An Approach to Compress and Represents Time Series Data and Its Application in Electric Power Utilities. 107-120
Applied Data Mining
- Rimmal Nadeem, X. Rosalind Wang, Caslon Chua:
Applying Data Mining Methods to Generate Formative Feedback in Team Projects. 123-134 - Sanaz Nikfalazar, Chung-Hsing Yeh, Susan E. Bedingfield, Hadi Akbarzadeh Khorshidi:
A Hybrid Missing Data Imputation Method for Constructing City Mobility Indices. 135-148 - Hendi Lie, Darren Lukas, Jonathan Liebig, Richi Nayak:
A Novel Learning-to-Rank Method for Automated Camera Movement Control in E-Sports Spectating. 149-160 - Yihan Guo, Shan Lin, Xiao Ma, Jay Bal, Chang-Tsun Li:
Homogeneous Feature Transfer and Heterogeneous Location Fine-Tuning for Cross-City Property Appraisal Framework. 161-174 - Hamilton Link, Samuel N. Richter, Vitus J. Leung, Randy C. Brost, Cynthia A. Phillips, Andrea Staid:
Statistical Models of Dengue Fever. 175-186
Privacy and Clustering
- Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen:
Reference Values Based Hardening for Bloom Filters Based Privacy-Preserving Record Linkage. 189-202 - Yanfeng Shu, Stephen Hardy, Brian Thorne:
Canopy-Based Private Blocking. 203-215 - Areej Alsini, Amitava Datta, Du Q. Huynh, Jianxin Li:
Community Aware Personalized Hashtag Recommendation in Social Networks. 216-227 - Tahereh Pourhabibi, Yee Ling Boo, Kok-Leong Ong, Booi Kam, Xiuzhen Zhang:
Behavioral Analysis of Users for Spammer Detection in a Multiplex Social Network. 228-240 - Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi, Bernie Kruger:
Taxonomy-Augmented Features for Document Clustering. 241-252 - Francisco de Assis Rodrigues dos Anjos, Jadson Castro Gertrudes, Jörg Sander, Ricardo J. G. B. Campello:
A Modularity-Based Measure for Cluster Selection from Clustering Hierarchies. 253-265
Statistics in Data Science
- Hien D. Nguyen, Andrew T. Jones, Geoffrey J. McLachlan:
Positive Data Kernel Density Estimation via the LogKDE Package for R. 269-280 - Ryan H. L. Ip:
The Role of Statistics Education in the Big Data Era. 281-288 - Chao Sun, King Tao Jason Ng, Philip Henville, Román Marchant:
Hierarchical Word Mover Distance for Collaboration Recommender System. 289-302
Health, Software and Smart Phone
- Qiming Hu, Jie Yang, Khin Than Win, Xufeng Huang:
An Alternating Least Square Based Algorithm for Predicting Patient Survivability. 305-317 - David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie:
Interpreting Intermittent Bugs in Mozilla Applications Using Change Angle. 318-330 - Darren Yates, Md Zahidul Islam, Junbin Gao:
Implementation and Performance Analysis of Data-Mining Classification Algorithms on Smartphones. 331-343
Image Data Mining
- Toufique Ahmed Soomro, Junbin Gao, Lihong Zheng, Ahmed J. Afifi, Shafiullah Soomro, Manoranjan Paul:
Retinal Blood Vessels Extraction of Challenging Images. 347-359 - Bin Liang, Lihong Zheng, Xinying Li:
Sequential Deep Learning for Action Recognition with Synthetic Multi-view Data from Depth Maps. 360-371 - Yijun Quan, Xufeng Lin, Chang-Tsun Li:
Provenance Analysis for Instagram Photos. 372-383
Industry Showcase
- Katherine Herbert, Ian Holder:
How Learning Analytics Becomes a Bridge for Non-expert Data Miners: Impact on Higher Education Online Teaching. 387-395
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