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ORCID15th AusDM 2017: Melbourne, VIC, Australia
- Yee Ling Boo, David Stirling, Lianhua Chi, Lin Liu, Kok-Leong Ong, Graham Williams:
Data Mining - 15th Australasian Conference, AusDM 2017, Melbourne, VIC, Australia, August 19-20, 2017, Revised Selected Papers. Communications in Computer and Information Science 845, Springer 2018, ISBN 978-981-13-0291-6
Clustering and Classification
- Jinyan Li, Simon Fong
, Shimin Hu, Raymond K. Wong, Sabah Mohammed:
Similarity Majority Under-Sampling Technique for Easing Imbalanced Classification Problem. 3-23 - Zaheer Babar, Md Zahidul Islam, Sameen Mansha:
Rank Forest: Systematic Attribute Sub-spacing in Decision Forest. 24-37 - Malika Bendechache, Nhien-An Le-Khac, M. Tahar Kechadi:
Performance Evaluation of a Distributed Clustering Approach for Spatial Datasets. 38-56 - Soheila Gheisari, Daniel R. Catchpoole, Amanda Charlton, Paul J. Kennedy:
Patched Completed Local Binary Pattern is an Effective Method for Neuroblastoma Histological Image Classification. 57-71 - Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han:
An Improved Naive Bayes Classifier-Based Noise Detection Technique for Classifying User Phone Call Behavior. 72-85
Big Data
- Hien Duy Nguyen:
A Two-Sample Kolmogorov-Smirnov-Like Test for Big Data. 89-106 - Yuhang Zhang, Tania Churchill, Kee Siong Ng:
Exploiting Redundancy, Recurrency and Parallelism: How to Link Millions of Addresses with Ten Lines of Code in Ten Minutes. 107-122
Time Series
- Irvan Bastian Arief Ang, Flora D. Salim, Margaret Hamilton:
SD-HOC: Seasonal Decomposition Algorithm for Mining Lagged Time Series. 125-143 - Keith Johnson, Wei Liu:
An Incremental Anytime Algorithm for Mining T-Patterns from Event Streams. 144-157
Outlier Detection and Applications
- Musa Mammadov, Rob Muspratt, Julien Ugon:
Detection of Outlier Behaviour Amongst Health/Medical Providers Servicing TAC Clients. 161-172 - Yuantian Miao, Lei Pan, Sutharshan Rajasegarar, Jun Zhang, Christopher Leckie, Yang Xiang:
Distributed Detection of Zero-Day Network Traffic Flows. 173-191 - Mohiuddin Ahmed, Abu S. S. M. Barkat Ullah:
False Data Injection Attacks in Healthcare. 192-202 - Md. Shahidul Islam, Russel Pears, Boris Bacic:
Identifying Precursors to Frequency Fluctuation Events in Electrical Power Generation Data. 203-219
Social Media and Applications
- Hamid Dimyati, Ramdisa Agasi:
Collaborative Filtering in an Offline Setting Case Study: Indonesia Retail Business. 223-232 - Bandar Alghamdi, Yue Xu, Jason Watson:
Malicious Behaviour Analysis on Twitter Through the Lens of User Interest. 233-249 - Alireza Moayedikia, Kok-Leong Ong, Yee Ling Boo, William Yeoh:
Meta-Heuristic Multi-objective Community Detection Based on Users' Attributes. 250-264 - Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi:
A Semi-supervised Hidden Markov Topic Model Based on Prior Knowledge. 265-276
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