| 2024 | ICONIP | Conformal Adversarial Generative Ensemble. | Ahmad Shahi, Mamehgol Yousefi, Brendon J. Woodford, Farhaan Mirza, Tapabrata Chakraborti |
| 2023 | AusDM | A Comparison of One-Class Versus Two-Class Machine Learning Models for Wildfire Prediction in California. | Fathima Nuzla Ismail, Abira Sengupta, Brendon J. Woodford, Sherlock A. Licorish |
| 2023 | IJCNN | Automatic Parameter Optimisation Framework for ECoS-based Models. | Brendon J. Woodford |
| 2020 | ICSOC | An Information Retrieval-Based Approach to Activity Recognition in Smart Homes. | Brendon J. Woodford, Ahmad Ghandour |
| 2017 | ICONIP | Online Hidden Conditional Random Fields to Recognize Activity-Driven Behavior Using Adaptive Resilient Gradient Learning. | Ahmad Shahi, Jeremiah D. Deng, Brendon J. Woodford |
| 2017 | IJCNN | A streaming ensemble classifier with multi-class imbalance learning for activity recognition. | Ahmad Shahi, Jeremiah D. Deng, Brendon J. Woodford |
| 2017 | PAKDD | Dynamic Real-Time Segmentation and Recognition of Activities Using a Multi-feature Windowing Approach. | Ahmad Shahi, Brendon J. Woodford, Hanhe Lin |
| 2016 | PAKDD | Shot Boundary Detection Using Multi-instance Incremental and Decremental One-Class Support Vector Machine. | Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford |
| 2015 | ICIP | Anomaly detection in crowd scenes via online adaptive one-class support vector machines. | Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford |
| 2014 | PRICAI | Spatial-Temporal Pyramid Matching for Crowd Scene Analysis. | Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford |
| 2013 | ICIP | Improving Mixture of Gaussians background model through adaptive learning and Spatio-Temporal voting. | Munir Shah, Jeremiah D. Deng, Brendon J. Woodford |
| 2012 | ACCV | Illumination Invariant Background Model Using Mixture of Gaussians and SURF Features. | Munir Shah, Jeremiah D. Deng, Brendon J. Woodford |
| 2012 | IVCNZ | Video manifold modelling: finding the right parameter settings for anomaly detection. | Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford |
| 2012 | IVCNZ | Enhancing the mixture of Gaussians background model with local matching and local adaptive learning. | Munir Shah, Jeremiah D. Deng, Brendon J. Woodford |
| 2011 | ICONIP | Enhanced Codebook Model for Real-Time Background Subtraction. | Munir Shah, Jeremiah D. Deng, Brendon J. Woodford |
| 2010 | IJCNN | Automatic optimization of pruning in evolving fuzzy neural networks using an entropy measure. | Brendon J. Woodford |