| 2025 | IJCNN | Joint Optimisation of Electric Vehicle Routing and Scheduling: A Deep Learning-Driven Approach for Dynamic Fleet Sizes. | Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe |
| 2024 | IJCAI | A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification. | Sin-Yee Yap, Junn Yong Loo, Chee-Ming Ting, Fuad Noman, Raphal C.-W. Phan, Adeel Razi, David L. Dowe |
| 2019 | CP | Peak-Hour Rail Demand Shifting with Discrete Optimisation. | John M. Betts, David L. Dowe, Daniel Guimarans, Daniel Damir Harabor, Heshan Kumarage, Peter J. Stuckey, Michael Wybrow |
| 2018 | ICONIP | Accounting Results Modelling with Neural Networks: The Case of an International Oil and Gas Company. | Yang Duan, Chung-Hsing Yeh, David L. Dowe |
| 2017 | IJCAI | Computer Models Solving Intelligence Test Problems: Progress and Implications (Extended Abstract). | Jos Hernndez-Orallo, Fernando Martnez-Plumed, Ute Schmid, Michael Siebers, David L. Dowe |
| 2016 | ECAI | Factors of Collective Intelligence: How Smart Are Agent Collectives? | Nader Chmait, David L. Dowe, Yuan-Fang Li, David G. Green, Javier Insa-Cabrera |
| 2008 | ICPR | Supervised learning of a generative model for edge-weighted graphs. | Andrea Torsello, David L. Dowe |
| 2005 | HIS | Stock Market Simulation and Inference Technique. | McGregor J. Collie, David L. Dowe, Leigh J. Fitzgibbon |
| 2002 | ICML | Univariate Polynomial Inference by Monte Carlo Message Length Approximation. | Leigh J. Fitzgibbon, David L. Dowe, Lloyd Allison |
| 2002 | PRICAI | Change-Point Estimation Using New Minimum Message Length Approximations. | Leigh J. Fitzgibbon, David L. Dowe, Lloyd Allison |
| 2001 | AISTATS | Message Length as an Effective Ockham's Razor in Decision Tree Induction. | Scott Needham, David L. Dowe |
| 2000 | ALT | Minimum Message Length Grouping of Ordered Data. | Leigh J. Fitzgibbon, Lloyd Allison, David L. Dowe |
| 2000 | PRICAI | Inductive Inference of Chess Player Strategy. | Anthony R. Jansen, David L. Dowe, Graham E. Farr |
| 1999 | PSB | Information Theoretic Approaches to Biology - Session Introduction. | David L. Dowe, Klaus Prank |
| 1998 | PAKDD | The Hunter and the Hunted - Modelling the Relationship Between Web Pages and Search Engines. | David L. Dowe, Lloyd Allison, Glen Pringle |
| 1998 | PAKDD | Point Estimation Using the Kullback-Leibler Loss Function and MML. | David L. Dowe, Rohan A. Baxter, Jonathan J. Oliver, Chris S. Wallace |
| 1998 | PAKDD | Single Factor Analysis in MML Mixture Modelling. | Russell T. Edwards, David L. Dowe |
| 1997 | AISTATS | MML Mixture Modelling of Multi-state, Poisson, vonMises circular and Gaussian Distributions. | Chris S. Wallace, David L. Dowe |
| 1996 | ALT | MML Estimation of the Parameters of the Sherical Fisher Distribution. | David L. Dowe, Jonathan J. Oliver, Chris S. Wallace |