Jasper S. Wijnands

发表

Assessing injury severity of secondary incidents using support vector machines

Mark Stevenson, Rongjie Yu, Jingqiu Guo, 2020 .

Modeling and interpreting road geometry from a driver's perspective using variational autoencoders

Jingqiu Guo, Fan Wang, Jasper S. Wijnands, 2020, Comput. Aided Civ. Infrastructure Eng..

The 'Paris-end' of town? Urban typology through machine learning pdf

Mark Stevenson, Gideon Aschwanden, Jason Thompson, 2019, ArXiv.

REDUCING CYCLIST CRASHES BY ASSESSING THE ROAD ENVIRONMENT: AN APPLICATION OF GOOGLE IMAGERY AND MACHINE LEARNING

Mark Stevenson, Gideon Aschwanden, Jason Thompson, 2019 .

Identifying behavioural change among drivers using Long Short-Term Memory recurrent neural networks

Mark Stevenson, Gideon Aschwanden, Jason Thompson, 2018 .

Enhancing road safety with in-vehicle telematics

Alan Tapp, Jason Thompson, Mark Stevenson, 2016 .

The Nature of Human Settlement: Building an understanding of high performance city design pdf

Mark Stevenson, Jason Thompson, Jasper S. Wijnands, 2019, ArXiv.

Estimating the safety benefits of separated cycling infrastructure: does modelling the mechanism matter?

Mark Stevenson, Jason Thompson, Brendan M. Lawrence, 2016 .

Unsupervised Deep Learning to Explore Streetscape Factors Associated with Urban Cyclist Safety

Jason Thompson, Haifeng Zhao, Mark Stevenson, 2019 .

Streetscape augmentation using generative adversarial networks: insights related to health and wellbeing pdf

Mark Stevenson, Jason Thompson, Jasper S. Wijnands, 2019, Sustainable Cities and Society.

Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks

Mark Stevenson, Jason Thompson, Jasper S. Wijnands, 2019, Neural Computing and Applications.

Using Generative Adversarial Networks to Optimise Health Outcomes of Cities by Transforming Urban Design

Jason Thompson, Haifeng Zhao, Mark Stevenson, 2018 .

Sky pixel detection in outdoor imagery using an adaptive algorithm and machine learning pdf

Nan Zhao, Mark Stevenson, Jingcheng Wang, 2019, ArXiv.

Identifying safe intersection design through unsupervised feature extraction from satellite imagery pdf

Mark Stevenson, Jason Thompson, Haifeng Zhao, 2020, Comput. Aided Civ. Infrastructure Eng..

The “Paris-End” of Town? Deriving Urban Typologies Using Three Imagery Types

Mark Stevenson, Gideon Aschwanden, Jason Thompson, 2020, Urban Science.

Self-Supervision. Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations

Jason Thompson, Mark Stevenson, Jasper S. Wijnands, 2021, 2021 Digital Image Computing: Techniques and Applications (DICTA).

Car-Following Modeling Incorporating Driving Memory Based on Autoencoder and Long Short-Term Memory Neural Networks

Jasper S. Wijnands, Pengcheng Fan, Jingqiu Guo, 2019, Sustainability.

The effect of ‘ smart ’ financial incentives on driving behaviour of 1 novice drivers . 2 3

Jasper S. Wijnands, A. Tapp, M. Stevenson, 2018 .

A hybrid deep learning approach for driver anomalous lane changing identification.

Jasper S. Wijnands, Pengcheng Fan, Jingqiu Guo, 2022, Accident; analysis and prevention.

Injured by Design: A Global Perspective on Urban Design and Road Transport Injury

Mark Stevenson, Jason Thompson, Gideon Aschwanden, 2018 .

Learning to walk: Modeling transportation mode choice distribution through neural networks

Mark Stevenson, Jason Thompson, Gideon Aschwanden, 2019, Environment and Planning B: Urban Analytics and City Science.

Tropical cyclones: improving forecast accuracy in Australia and the South Pacific Ocean

Jasper S. Wijnands, J. Wijnands, 2016 .

Estimating the safety benefit of separated cycling infrastructure adjusted for behavioral adaptation among drivers; an application of agent-based modelling

Mark Stevenson, Jason Thompson, Giovanni Savino, 2017 .

Variable Selection for Tropical Cyclogenesis Predictive Modeling

Guoqi Qian, Yuriy Kuleshov, Jasper S. Wijnands, 2016 .

The impact of the COVID-19 pandemic on air pollution: A global assessment using machine learning techniques

Jasper S. Wijnands, Mark Stevenson, Jason Thompson, 2022, Atmospheric Pollution Research.

Opportunities to reduce road traffic injury: new insights from the study of urban areas

Jasper S. Wijnands, M. Stevenson, G. Aschwanden, 2019, International journal of injury control and safety promotion.

Spline-based modelling of near-surface wind speeds in tropical cyclones

Jasper S. Wijnands, G. Qian, Y. Kuleshov, 2016 .

Urban feature analysis from aerial remote sensing imagery using self-supervised and semi-supervised computer vision

Jasper S. Wijnands, Mark Stevenson, Haifeng Zhao, 2022, ArXiv.

Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks

Jasper S. Wijnands, M. Stevenson, G. Aschwanden, 2019, Neural Computing and Applications.

Modelling SARS‐CoV‐2 disease progression in Australia and New Zealand: an account of an agent‐based approach to support public health decision‐making

Jasper S. Wijnands, Mark Stevenson, T. Blakely, 2022, Australian and New Zealand Journal of Public Health.

The perils of perfect performance; considering the effects of introducing autonomous vehicles on rates of car vs cyclist conflict

Paul M Salmon, Gemma J M Read, Jason Thompson, 2020, Ergonomics.

The effects of feedback and incentive-based insurance on driving behaviours: study approach and protocols

Alan Tapp, Mark Stevenson, Jasper S. Wijnands, 2017, Injury Prevention.

The Estimated Likelihood of Eliminating the SARS-CoV-2 Pandemic in Australia and New Zealand Under Current Public Health Policy Settings: An Agent-Based-SEIR Modelling Approach

Jasper S. Wijnands, R. McClure, T. Blakely, 2020, SSRN Electronic Journal.