| 2006 | ICAISC | Interpretability of Bayesian Decision Trees Induced from Trauma Data. | Derek Partridge, Vitaly Schetinin, Dayou Li, Timothy J. Coats, Jonathan E. Fieldsend, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey |
| 2004 | IDEAL | Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles. | Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernndez |
| 2000 | FlAIRS | Systematic Treatment of Failures Using Multilayer Perceptrons. | Fadzilah Siraj, Derek Partridge |
| 2000 | IJCNN | Identification of Feature-Salience. | Wenjia Wang, Phillis Jones, Derek Partridge |
| 1998 | FlAIRS | Multi-Version Systems of Neural Networks for Predicting the Risk of Osteoporosis. | Wenjia Wang, Derek Partridge, Sarah Rae |
| 1988 | ECAI | A Biologically Based Algorithm for Rapid Scene Analysis. | Victor Johnston, Patricia Diane Lopez, Derek Partridge |
| 1988 | ECAI | AI Programs and Cognitive Models: Models of Perceptual Processes. | Derek Partridge, Jim McDonald, Victor Johnston, Ken Paap |
| 1987 | IJCAI | Surprisingness and Expectation Failure: What's the Difference? | Andrew Ortony, Derek Partridge |
| 1986 | IAS | Attentional Algorithms for Rapid Scene Analysis. | Victor Johnston, Patricia Diane Lopez, Derek Partridge, Clint Burleson |
| 1985 | IJCAI | Input-Expectation Discrepancy Reduction: A Ubiquitous Mechanism. | Derek Partridge |
| 1978 | ECAI | A Philosophy of "Wicked" Problem Implementation. | Derek Partridge |