| 2021 | Taking the Confusion Out of Multinomial Confusion Matrices and Imbalanced Classes. | David Lovell, Bridget McCarron, Brendan Langfield, Khoa Tran, Andrew P. Bradley |
| 2021 | Detection of Classical Cipher Types with Feature-Learning Approaches. | Ernst Leierzopf, Vasily Mikhalev, Nils Kopal, Bernhard Esslinger, Harald Lampesberger, Eckehard Hermann |
| 2021 | A Drift Aware Hierarchical Test Based Approach for Combating Social Spammers in Online Social Networks. | Darshika N. Koggalahewa, Yue Xu, Ernest Foo |
| 2021 | Hospital Readmission Prediction Using Semantic Relations Between Medical Codes. | Sea Jung Im, Yue Xu, Jason Watson |
| 2021 | HFM++: An Enhanced Holographic Factorization Machine for Recommendation. | Zhengxin Fang, Mingcheng Qu, Shuai Zhang, Jingyu Zhang, Yi Yuan, Lina Yao, Shiping Chen |
| 2021 | SOMPS-Net: Attention Based Social Graph Framework for Early Detection of Fake Health News. | Prasannakumaran Dhanasekaran, Harish Srinivasan, S. Sowmiya Sree, Sri Gayathri Devi I, Saikrishnan Sankar, Vineeth Vijayaraghavan |
| 2021 | The Impact of Sentiment in the News Media on Daily and Monthly Stock Market Returns. | Justin Case, Adam E. Clements |
| 2021 | Deep Learning for Bias Detection: From Inception to Deployment. | Md. Abul Bashar, Richi Nayak, Anjor Kothare, Vishal Sharma, Kesavan Kandadai |
| 2021 | Nonnegative Matrix Factorization to Understand Spatio-Temporal Traffic Pattern Variations During COVID-19: A Case Study. | Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Rathinaraja Jeyaraj, Anand Paul, Richi Nayak |
| 2019 | Readiness of Smartphones for Data Collection and Data Mining with an Example Application in Mental Health. | Darren Yates, Md Zahidul Islam |
| 2019 | Predictive Analytics for Tertiary Learners in New Zealand Who Are at Risk of Dropping Out of Education. | Wenying Xu, Scott Luo, Stephanie Hacksley, Tim Trewinnard, Stuart Cambridge, Syen Jien Nik |
| 2019 | An Efficient Risk Data Learning with LSTM RNN. | Ka Yee Wong, Raymond K. Wong |
| 2019 | Using Transfer Learning to Detect Phishing in Countries with a Small Population. | Wernsen Wong, Yun Sing Koh, Gillian Dobbie |
| 2019 | Data Replication Optimization Using Simulated Annealing. | Chee Keong Wee, Richi Nayak |
| 2019 | Applying Softmax Classifiers to Open Set. | Darren Webb |
| 2019 | Interactive Deep Metric Learning for Healthcare Cohort Discovery. | Yang Wang, Guodong Long, Xueping Peng, Allison Clarke, Robin Stevenson, Leah Gerrard |
| 2019 | Joint Sequential Data Prediction with Multi-stream Stacked LSTM Network. | Nguyen Thanh Toan, Orun Gms, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Ren Hexel, Jun Jo |
| 2019 | Show Me Your Friends and I'll Tell You Who You Are. Finding Anomalous Time Series by Conspicuous Cluster Transitions. | Martha Tatusch, Gerhard Klassen, Marcus Bravidor, Stefan Conrad |
| 2019 | Network Path Estimation in Uncertain Data via Entity Resolution. | Dean Philp, Naomi Chan, Wolfgang Mayer |
| 2019 | Estimating County Health Indices Using Graph Neural Networks. | Hung Nguyen, Duc Thanh Nguyen, Thin Nguyen |
| 2019 | SPDF: Set Probabilistic Distance Features for Prediction of Population Health Outcomes via Social Media. | Hung Nguyen, Duc Thanh Nguyen, Thin Nguyen |
| 2019 | Curtailing the Tax Leakages by Nabbing Return Defaulters in Taxation System. | Priya Mehta, Jithin Mathews, K. Sandeep Kumar, K. Suryamukhi, Ch. Sobhan Babu |
| 2019 | Customer Wallet Share Estimation for Manufacturers Based on Transaction Data. | Xiang Li, Ali Shemshadi, Lukasz P. Olech, Zbigniew Michalewicz |
| 2019 | Interpretability of Machine Learning Solutions in Industrial Decision Engineering. | Inna Kolyshkina, Simeon Simoff |
| 2019 | Outlier Detection Based Accurate Geocoding of Historical Addresses. | Nishadi Kirielle, Peter Christen, Thilina Ranbaduge |