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ORCID19th AusDM 2021: Brisbane, QLD, Australia
- Yue Xu
, X. Rosalind Wang, Anton R. Lord, Yee Ling Boo, Richi Nayak, Yanchang Zhao, Graham J. Williams:
Data Mining - 19th Australasian Conference on Data Mining, AusDM, Brisbane, QLD, Australia, December 14-15, 2021, Proceedings. Communications in Computer and Information Science 1504, Springer 2021, ISBN 978-981-16-8530-9
Research Track
- Yezihalem Tegegne, Zhonglin Qu, Yu Qian, Quang Vinh Nguyen:
Parallel Nonlinear Dimensionality Reduction Using GPU Acceleration. 3-15 - David Lovell, Bridget McCarron, Brendan Langfield, Khoa Tran, Andrew P. Bradley:
Taking the Confusion Out of Multinomial Confusion Matrices and Imbalanced Classes. 16-30 - Taishi Nishiyama, Atsutoshi Kumagai, Akinori Fujino, Kazunori Kamiya:
Sharpshooting Most Beneficial Part of AUC for Detecting Malicious Logs. 31-46 - Darshika N. Koggalahewa, Yue Xu, Ernest Foo:
A Drift Aware Hierarchical Test Based Approach for Combating Social Spammers in Online Social Networks. 47-61 - Sea Jung Im, Yue Xu, Jason Watson:
Hospital Readmission Prediction Using Semantic Relations Between Medical Codes. 62-71 - Zhengxin Fang, Mingcheng Qu, Shuai Zhang, Jingyu Zhang, Yi Yuan, Lina Yao, Shiping Chen:
HFM++: An Enhanced Holographic Factorization Machine for Recommendation. 72-85 - Md. Abul Bashar, Richi Nayak, Anjor Kothare, Vishal Sharma, Kesavan Kandadai:
Deep Learning for Bias Detection: From Inception to Deployment. 86-101 - Duoyi Zhang, Richi Nayak, Md. Abul Bashar:
Exploring Fusion Strategies in Deep Learning Models for Multi-Modal Classification. 102-117
Application Track
- Diviya Thilakeswaran, Simon McManis, X. Rosalind Wang:
Chameleon: A Python Workflow Toolkit for Feature Selection. 121-135 - Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere:
PostMatch: A Framework for Efficient Address Matching. 136-151 - Ernst Leierzopf, Vasily Mikhalev, Nils Kopal, Bernhard Esslinger, Harald Lampesberger, Eckehard Hermann:
Detection of Classical Cipher Types with Feature-Learning Approaches. 152-164 - Prasannakumaran Dhanasekaran, Harish Srinivasan, S. Sowmiya Sree, Sri Gayathri Devi I, Saikrishnan Sankar, Vineeth Vijayaraghavan:
SOMPS-Net: Attention Based Social Graph Framework for Early Detection of Fake Health News. 165-179 - Justin Case, Adam E. Clements:
The Impact of Sentiment in the News Media on Daily and Monthly Stock Market Returns. 180-195 - Yasuko Okamoto, Thirunavukarasu Balasubramaniam, Richi Nayak:
Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland. 196-208 - Richi Nayak, Thirunavukarasu Balasubramaniam, Sangeetha Kutty, Sachindra Banduthilaka, Erin E. Peterson:
A Semi-automatic Data Extraction System for Heterogeneous Data Sources: a Case Study from Cotton Industry. 209-222 - Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Rathinaraja Jeyaraj, Anand Paul, Richi Nayak:
Nonnegative Matrix Factorization to Understand Spatio-Temporal Traffic Pattern Variations During COVID-19: A Case Study. 223-234
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