- Naureen Naqvi, Sabih ur Rehman, Md Zahidul Islam:
WinDrift: Early Detection of Concept Drift Using Corresponding and Hierarchical Time Windows. AusDM 2022: 73-89 - Zhonglin Qu, Yezihalem Tegegne, Simeon J. Simoff, Paul J. Kennedy, Daniel R. Catchpoole, Quang Vinh Nguyen:
Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations. AusDM 2022: 58-72 - Krithik Ramesh, Yun Sing Koh:
Investigation of Explainability Techniques for Multimodal Transformers. AusDM 2022: 90-98 - Qiang Sun, Wei Liu, Du Huynh, Mark Reynolds:
Graph Embeddings for Non-IID Data Feature Representation Learning. AusDM 2022: 43-57 - Han Tai, Raymond K. Wong, Bing Li:
Effective Imbalance Learning Utilizing Informative Data. AusDM 2022: 99-114 - Sharon Torao-Pingi, Md. Abul Bashar, Richi Nayak:
A Comparative Look at the Resilience of Discriminative and Generative Classifiers to Missing Data in Longitudinal Datasets. AusDM 2022: 133-147 - Yashodhya V. Wijesinghe, Yue Xu, Yuefeng Li, Qing Zhang:
UMLS-Based Question-Answering Approach for Automatic Initial Frailty Assessment. AusDM 2022: 163-175 - Ziyu Zhao, Michael Stewart, Wei Liu, Tim French, Melinda Hodkiewicz:
Natural Language Query for Technical Knowledge Graph Navigation. AusDM 2022: 176-191 - Laurence A. F. Park, Heitor Murilo Gomes, Maryam Gholami Doborjeh, Yee Ling Boo, Yun Sing Koh, Yanchang Zhao, Graham Williams, Simeon Simoff:
Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12-15, 2022, Proceedings. Communications in Computer and Information Science 1741, Springer 2022, ISBN 978-981-19-8745-8 [contents] - 2021
- 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. AusDM 2021: 223-234 - Md. Abul Bashar, Richi Nayak, Anjor Kothare, Vishal Sharma, Kesavan Kandadai:
Deep Learning for Bias Detection: From Inception to Deployment. AusDM 2021: 86-101 - Justin Case, Adam E. Clements:
The Impact of Sentiment in the News Media on Daily and Monthly Stock Market Returns. AusDM 2021: 180-195 - 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. AusDM 2021: 165-179 - Zhengxin Fang, Mingcheng Qu, Shuai Zhang, Jingyu Zhang, Yi Yuan, Lina Yao, Shiping Chen:
HFM++: An Enhanced Holographic Factorization Machine for Recommendation. AusDM 2021: 72-85 - Sea Jung Im, Yue Xu, Jason Watson:
Hospital Readmission Prediction Using Semantic Relations Between Medical Codes. AusDM 2021: 62-71 - Darshika N. Koggalahewa, Yue Xu, Ernest Foo:
A Drift Aware Hierarchical Test Based Approach for Combating Social Spammers in Online Social Networks. AusDM 2021: 47-61 - Ernst Leierzopf, Vasily Mikhalev, Nils Kopal, Bernhard Esslinger, Harald Lampesberger, Eckehard Hermann:
Detection of Classical Cipher Types with Feature-Learning Approaches. AusDM 2021: 152-164 - David Lovell, Bridget McCarron, Brendan Langfield, Khoa Tran, Andrew P. Bradley:
Taking the Confusion Out of Multinomial Confusion Matrices and Imbalanced Classes. AusDM 2021: 16-30 - 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. AusDM 2021: 209-222 - Taishi Nishiyama, Atsutoshi Kumagai, Akinori Fujino, Kazunori Kamiya:
Sharpshooting Most Beneficial Part of AUC for Detecting Malicious Logs. AusDM 2021: 31-46 - Yasuko Okamoto, Thirunavukarasu Balasubramaniam, Richi Nayak:
Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland. AusDM 2021: 196-208 - Yezihalem Tegegne, Zhonglin Qu, Yu Qian, Quang Vinh Nguyen:
Parallel Nonlinear Dimensionality Reduction Using GPU Acceleration. AusDM 2021: 3-15 - Diviya Thilakeswaran, Simon McManis, X. Rosalind Wang:
Chameleon: A Python Workflow Toolkit for Feature Selection. AusDM 2021: 121-135 - Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere:
PostMatch: A Framework for Efficient Address Matching. AusDM 2021: 136-151 - Duoyi Zhang, Richi Nayak, Md. Abul Bashar:
Exploring Fusion Strategies in Deep Learning Models for Multi-Modal Classification. AusDM 2021: 102-117 - Yue Xu, X. Rosalind Wang, Anton R. Lord, Yee Ling Boo, Richi Nayak, Yanchang Zhao, Graham 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 [contents] - 2019
- Robert Anderson, Yun Sing Koh, Gillian Dobbie:
Classifying Imbalanced Road Accident Data Using Recurring Concept Drift. AusDM 2019: 143-155 - Storm Bartlett, Md Zahidul Islam:
Improving Clustering via a Fine-Grained Parallel Genetic Algorithm with Information Sharing. AusDM 2019: 3-15 - Jörg Frochte, Stephen Marsland:
A Learning Approach for Ill-Posed Optimisation Problems. AusDM 2019: 16-27 - Dakshi Tharanga Kapugama Geeganage, Yue Xu, Yuefeng Li:
Topic Representation using Semantic-Based Patterns. AusDM 2019: 28-40