| Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks JS Wijnands, J Thompson, KA Nice, GDPA Aschwanden, M Stevenson Neural Computing and Applications 32 (13), 9731-9743, 2020 | 85 | 2020 |
| Identifying behavioural change among drivers using Long Short-Term Memory recurrent neural networks JS Wijnands, J Thompson, GDPA Aschwanden, M Stevenson Transportation Research Part F: Traffic Psychology and Behaviour 53, 34-49, 2018 | 64 | 2018 |
| A global analysis of urban design types and road transport injury: an image processing study J Thompson, M Stevenson, JS Wijnands, KA Nice, GDPA Aschwanden, ... The Lancet Planetary Health 4 (1), e32-e42, 2020 | 58 | 2020 |
| Estimating the safety benefit of separated cycling infrastructure adjusted for behavioral adaptation among drivers; an application of agent-based modelling J Thompson, JS Wijnands, G Savino, B Lawrence, M Stevenson Transportation Research Part F: Traffic Psychology and Behaviour 49, 18-28, 2017 | 37 | 2017 |
| Streetscape augmentation using generative adversarial networks: insights related to health and wellbeing JS Wijnands, KA Nice, J Thompson, H Zhao, M Stevenson Sustainable Cities and Society 49, 101602, 2019 | 34 | 2019 |
| Modelling SARS‐CoV‐2 disease progression in Australia and New Zealand: an account of an agent‐based approach to support public health decision‐making J Thompson, R McClure, T Blakely, N Wilson, MG Baker, JS Wijnands, ... Australian and New Zealand Journal of Public Health 46 (3), 292-303, 2022 | 28 | 2022 |
| The perils of perfect performance; considering the effects of introducing autonomous vehicles on rates of car vs cyclist conflict J Thompson, GJM Read, JS Wijnands, PM Salmon Ergonomics 63 (8), 981-996, 2020 | 27 | 2020 |
| Identifying safe intersection design through unsupervised feature extraction from satellite imagery JS Wijnands, H Zhao, KA Nice, J Thompson, K Scully, J Guo, ... Computer‐Aided Civil and Infrastructure Engineering 36 (3), 346-361, 2021 | 25 | 2021 |
| The effects of feedback and incentive-based insurance on driving behaviours: study approach and protocols M Stevenson, A Harris, D Mortimer, JS Wijnands, A Tapp, F Peppard, ... Injury Prevention 24 (1), 89-93, 2018 | 25 | 2018 |
| Spline-based modelling of near-surface wind speeds in tropical cyclones JS Wijnands, G Qian, Y Kuleshov Applied Mathematical Modelling 40 (19-20), 8685-8707, 2016 | 24 | 2016 |
| The impact of the COVID-19 pandemic on air pollution: a global assessment using machine learning techniques JS Wijnands, KA Nice, S Seneviratne, J Thompson, M Stevenson Atmospheric Pollution Research 13 (6), 101438, 2022 | 23 | 2022 |
| Learning to walk: modeling transportation mode choice distribution through neural networks GDPA Aschwanden, JS Wijnands, J Thompson, KA Nice, H Zhao, ... Environment and Planning B: Urban Analytics and City Science 48 (1), 186-199, 2021 | 23 | 2021 |
| Seasonal forecasting of tropical cyclone activity in the Australian and the South Pacific Ocean regions JS Wijnands, G Qian, KL Shelton, RJB Fawcett, JCL Chan, Y Kuleshov Mathematics of Climate and Weather Forecasting 1 (1), 21-42, 2015 | 23 | 2015 |
| The effect of telematic based feedback and financial incentives on driving behaviour: a randomised trial M Stevenson, A Harris, JS Wijnands, D Mortimer Accident Analysis & Prevention 159, 106278, 2021 | 22 | 2021 |
| Improving the operational methodology of tropical cyclone seasonal prediction in the Australian and the South Pacific Ocean regions JS Wijnands, K Shelton, Y Kuleshov Advances in Meteorology 2014, 2014 | 22 | 2014 |
| Evidence for the ‘safety in density’effect for cyclists: validation of agent-based modelling results JH Thompson, JS Wijnands, S Mavoa, K Scully, MR Stevenson Injury Prevention 25 (5), 379-385, 2019 | 21 | 2019 |
| The effect of ‘smart’ financial incentives on driving behaviour of novice drivers D Mortimer, JS Wijnands, A Harris, A Tapp, M Stevenson Accident Analysis & Prevention 119, 68-79, 2018 | 21 | 2018 |
| Variable selection for tropical cyclogenesis predictive modeling JS Wijnands, G Qian, Y Kuleshov Monthly Weather Review 144 (12), 4605-4619, 2016 | 20 | 2016 |
| Car-following modeling incorporating driving memory based on autoencoder and Long Short-Term Memory neural networks P Fan, J Guo, H Zhao, JS Wijnands, Y Wang Sustainability 11 (23), 6755, 2019 | 18 | 2019 |
| Assessing injury severity of secondary incidents using support vector machines J Li, J Guo, JS Wijnands, R Yu, C Xu, M Stevenson Journal of Transportation Safety & Security 14 (2), 197-216, 2022 | 17 | 2022 |
