Dr. Jasper Wijnands
Research Fellow - Arc Telematics Trial
Architecture, Building and Planning
27 Scholarly works
1 Projects
HIGHLIGHTS
2020
Journal article
Identifying safe intersection design through unsupervised feature extraction from satellite imagery
DOI: 10.1111/mice.126232020
Journal article
Streetscape augmentation using generative adversarial networks: Insights related to health and wellbeing
DOI: 10.1016/j.scs.2019.1016022020
Journal article
Modeling and interpreting road geometry from a driver's perspective using variational autoencoders
DOI: 10.1111/mice.125942020
Journal article
A global analysis of urban design types and road transport injury: an image processing study.
DOI: 10.1016/S2542-5196(19)30263-32019
Journal article
Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks
DOI: 10.1007/s00521-019-04506-02018
Research Grant
Identification of road design characteristics associated with unsafe driving behaviours using in-vehicle telematics
2018
Journal article
Identifying behavioural change among drivers using Long Short-Term Memory recurrent neural networks
DOI: 10.1016/j.trf.2017.12.006
RECENT SCHOLARLY WORKS
2020
Journal article
Assessing injury severity of secondary incidents using support vector machines
DOI: 10.1080/19439962.2020.17549832020
Journal article
The perils of perfect performance; considering the effects of introducing autonomous vehicles on rates of car vs cyclist conflict
DOI: 10.1080/00140139.2020.17393262020
Journal article
The "Paris-end" of Town?: Deriving Urban Typologies Using Three Imagery Types
DOI: 10.3390/urbansci40200272019
Journal article
Evidence for the 'safety in density' effect for cyclists: validation of agent-based modelling results
DOI: 10.1136/injuryprev-2018-0427632019
Conference Proceedings
The Effects of Driver Feedback and Financial Incentives on Driving Behaviours: A Randomised Control Trial
DOI: 10.1016/j.jth.2019.1007192019
Journal article
Reducing Cyclist Crashes by Assessing the Road Environment: An Application of Google Imagery and Machine Learning
DOI: 10.1016/j.jth.2019.1006982019
Journal article
Learning to walk: Modeling transportation mode choice distribution through neural networks
DOI: 10.1177/23998083198625712019
Journal article
Opportunities to reduce road traffic injury: new insights from the study of urban areas.
DOI: 10.1080/17457300.2019.1704790