Research Track
#2 A Novel Technique for Integrating Monotone Domain Knowledge into the Random Forest Classifier.
Chris Bartley, Wei Liu and Mark Reynolds
#4 Finding Influentials in Twitter: A Temporal Influence Ranking Model
Xingjun Ma, Chunping Li and James Bailey
#10 Identification of Interesting Rules by Pruning Redundant Specialisations and Generalisations
Henry Petersen, Josiah Poon, Simon Poon and Clement Loy
#15 Measuring the Similarity between Rule Lists
Sam Fletcher and Zahid Islam
#16 Revisiting and Extending the X-of-N Decision Tree Approach for Event Based Time Series Analysis
Chao Sun and David Stirling
#24 Regression classification for improved temporal record linkage
Yichen Hu, Peter Christen and Qing Wang
#26 Generating Synthetic Datasets for Experimental Validation of Fraud Detection
Ikram Ul Haq, Iqbal Gondal, Peter Vamplew and Robert Layton
#32 Segregator ant colony optimization with application to text clustering
Alireza Moayedikia, Kok-Leong Ong and Yee Ling Boo
#33 Running Boolean Matrix Factorization in Parallel
Jan Outrata and Martin Trnecka
#36 Augmenting Classification with Support Vector Regression for Boosting Financial Forecasting Returns
Mojgan Ghanavati, Raymond Wong, Simon Fong and Fang Chen
#38 Towards an accurate social media disaster event detection system based on deep learning and semantic representation
Zhihong Lin, Huidong Jin, Bella Robinson and Xunguo Lin
#39 Ownership protection based on optimized watermarking for biomedical and health systems in data mining
Trung Pham Duy, Dat Tran and Wanli Ma
#41 EEG Biometric-Based Cryptographic Key Generation
Dang Nguyen, Binh Nguyen, Dharmendra Sharma, Dat Tran and Wanli Ma
#42 Tackling Imbalanced Data Sets For Sequential Feature Explanation Generation Using Cost Sensitive Learning And Sampling
Tshepiso Mokoena and Vukosi Marivate
#43 TSIM: Topic-based Social Influence Measurement for Social Networks
Asso Hamzehei, Jiang Qiang, Raymond Wong, Danai Koutra and Fang Chen
#50 Who Should Receive the Vaccine?
Muhammad Ahmad, Juvaria Tariq, Muhammad Farhan, Mudassir Shabbir and Imdad Ullah Khan
#55 Knowledge Discovery from a Data Set on Dementia through Decision Forest
Md Nasim Adnan and Zahid Islam
Application Track
#6 Online Machine Learning Algorithms for Outlier Detection in Network Traffic Data
Andrew Gill and Paul Montague
#7 Residential Redevelopment of Greyfield Suburbs: Determinants of Medium Scale Redevelopment
Graham Webster, Denny Meyer, Peter Newton and Steven Glackin
#11 Ensembles to Control Outlier Detection Rates in Network Traffic Data
Tamas Abraham, Andrew Gill and Paul Montague
#12 A Temporal Classification based Predictive Model of Recurring Societal Events
Jie Chen, Wei Kang, Jiuyong Li, Jixue Liu, Lin Liu, Brenton Cooper, Nick Lothian, Grant Osborne and Terry Moschou
#45 WaterDM: A Knowledge Discovery and Decision Support Tool for Efficient Dam Management
Md Zahidul Islam, Michael Furner and Michael Siers
#56 Factors influencing Australian teachers’ intent to leave the teaching profession
Bo Cui and Alice Richardson
Industry Showcase Track
#27 Application of Graph Mining in Corporate Banking: A Novel Approach for Customer Acquisition and Development
Yanbo J. Wang and Yonghong Yang
#28 Application of Allocating Pattern Mining in Commercial Banking: A Novel Approach for Customer-Product Cross-Selling
Xuan Yang, Pengpeng Hao, Qian Gao, Jun Zhang and Yanbo J. Wang
#44 Ribbon matching: an experimental approach to linking unstructured data
Garry Mitchell
#57 Discovering temporal operational modes in an industrial chemical process and identifying their driving factors with symbolic data mining
David Stirling