| 2006 | IJCNN | Predictive Uncertainty in Environmental Modelling. | Gavin C. Cawley, Malcolm R. Haylock, Stephen R. Dorling |
| 2003 | ESANN | Statistical downscaling with artificial neural networks. | Gavin C. Cawley, Malcolm R. Haylock, Stephen R. Dorling, Clare Goodess, Phil D. Jones |
| 2003 | ESANN | Approximately unbiased estimation of conditional variance in heteroscedastic kernel ridge regression. | Gavin C. Cawley, Nicola L. C. Talbot, Robert J. Foxall, Stephen R. Dorling, Danilo P. Mandic |
| 2002 | ESANN | Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality. | Robert J. Foxall, Gavin C. Cawley, Nicola L. C. Talbot, Stephen R. Dorling, Danilo P. Mandic |
| 2002 | ICANN | Error Functions for Prediction of Episodes of Poor Air Quality. | Robert J. Foxall, Gavin C. Cawley, Stephen R. Dorling, Danilo P. Mandic |
| 2001 | ICASSP | Nonlinear modelling of air pollution time series. | Robert J. Foxall, Igor R. Krcmar, Gavin C. Cawley, Stephen R. Dorling, Danilo P. Mandic |
| 1996 | ICANN | Reproducing a Subjective Classification Scheme for Atmospheric Circulation Patterns over the United Kingdom Using a Neural Network. | Gavin C. Cawley, Stephen R. Dorling |