Jasper S. Wijnands - Concepedia

Author

Jasper S. Wijnands

Also Known As

J. S. Wijnands, J.S. Wijnands, Jasper S Wijnands, Jasper S. Wijnands, Jasper Wijnands, Thaigo Herick de Sa, Wijnands, Jasper, Wijnands, Jasper S.

Publications

715

Citations

H-Index

Concepts

All Affiliations

The University of Melbourne Monash University Royal Netherlands Meteorological Institute Tongji University Melbourne Health

About

Jasper S. Wijnands is an author at The University of Melbourne specializing in engineering, predictive analytics, and geography.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	13	314
2	Management	3	3	76
3	Business	2	2	54
4	Medicine	1	1	23
5	Public Health	1	1	37

Jasper S. Wijnands

Publications

643

Citations

H-Index

Page 1

	Year	Citations
Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks Jasper S. Wijnands, Jason Thompson, Kerry A. Nice, Neural Computing and Applications	2019	84
A global analysis of urban design types and road transport injury: an image processing study Jason Thompson, Mark Stevenson, Jasper S. Wijnands, The Lancet Planetary Health	2020	63
Identifying behavioural change among drivers using Long Short-Term Memory recurrent neural networks Jasper S. Wijnands, Jason Thompson, Gideon Aschwanden, Transportation Research Part F Traffic Psychology and Behaviour Cognitive ScienceEngineeringMachine LearningDriver BehaviorTraffic Prediction	2018	52
The impact of the COVID-19 pandemic on air pollution: A global assessment using machine learning techniques Jasper S. Wijnands, Kerry A. Nice, Sachith Seneviratne, Atmospheric Pollution Research EngineeringGlobal AssessmentMachine Learning TechniquesGlobal HealthEnvironmental Impact Assessment	2022	37
The effect of telematic based feedback and financial incentives on driving behaviour: A randomised trial Mark Stevenson, Anthony Harris, Jasper S. Wijnands, Accident Analysis & Prevention Behavioral SciencesBehavioral Decision MakingDriver BehaviorRandomised TrialManagement	2021	35
The perils of perfect performance; considering the effects of introducing autonomous vehicles on rates of car vs cyclist conflict Jason Thompson, Gemma J. M. Read, Jasper S. Wijnands, Ergonomics	2020	28
Sky pixel detection in outdoor imagery using an adaptive algorithm and machine learning Kerry A. Nice, Jasper S. Wijnands, Ariane Middel, Urban Climate Sky Pixel DetectionEarth ObservationMachine VisionImage AnalysisMachine Learning	2019	26
Modelling SARS‐CoV‐2 disease progression in Australia and New Zealand: an account of an agent‐based approach to support public health decision‐making Jason Thompson, Rod McClure, Tony Blakely, Australian and New Zealand Journal of Public Health	2022	26
The effects of feedback and incentive-based insurance on driving behaviours: study approach and protocols Mark Stevenson, Anthony Harris, Duncan Mortimer, Injury Prevention	2017	24
Spline-based modelling of near-surface wind speeds in tropical cyclones Jasper S. Wijnands, Guoqi Qian, Yuriy Kuleshov Applied Mathematical Modelling MeteorologyStorm SurgeNumerical Weather PredictionEngineeringHurricane Risk	2016	23

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