| 2025 | PAKDD | Advancing Long-Term High-Frequency Dissolved Oxygen Forecasting for Australian Rivers. | Amelia Genova, Huidong Jin, John A. Taylor, Joel Janek Dabrowski, Peter J. Toscas, Klaus Joehnk |
| 2024 | IROS | PINN-Ray: A Physics-Informed Neural Network to Model Soft Robotic Fin Ray Fingers. | Xing Wang, Joel Janek Dabrowski, Joshua Pinskier, Lois Liow, Vinoth Viswanathan, Richard Scalzo, David Howard |
| 2023 | IJCNN | Fruit Picker Activity Recognition with Wearable Sensors and Machine Learning. | Joel Janek Dabrowski, Ashfaqur Rahman |
| 2022 | PAKDD | Deep Learning for Prawn Farming - Forecasting and Anomaly Detection. | Joel Janek Dabrowski, Ashfaqur Rahman, Andrew D. Hellicar, Mashud Rana, Stuart Arnold |
| 2020 | ICONIP | ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-step-Ahead Time-Series Forecasting. | Joel Janek Dabrowski, Yi-Fan Zhang, Ashfaqur Rahman |
| 2019 | ICONIP | Deep Learning and Statistical Models for Time-Critical Pedestrian Behaviour Prediction. | Joel Janek Dabrowski, Johan Pieter de Villiers, Ashfaqur Rahman, Conrad Beyers |
| 2018 | KDD | State Space Models for Forecasting Water Quality Variables: An Application in Aquaculture Prawn Farming. | Joel Janek Dabrowski, Ashfaqur Rahman, Andrew George, Stuart Arnold, John McCulloch |