Spatiotemporal heterogeneity of the shared e-scooter–public transport relationships in Stockholm and Helsinki

Z Guo, J Liu, P Zhao, A Li, X Liu - Transportation research part D: transport …, 2023 - Elsevier
Although shared e-scooters have displayed both complementary and competitive
relationships with public transport, less attention has been paid to investigating the …

Accidentgpt: Accident analysis and prevention from v2x environmental perception with multi-modal large model

L Wang, Y Ren, H Jiang, P Cai, D Fu, T Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
Traffic accidents, being a significant contributor to both human casualties and property
damage, have long been a focal point of research for many scholars in the field of traffic …

[HTML][HTML] Unpacking the perceived cycling safety of road environment using street view imagery and cycle accident data

Y Ye, C Zhong, E Suel - Accident Analysis & Prevention, 2024 - Elsevier
Cycling, as a routine mode of travel, offers significant benefits in promoting health,
eliminating emissions, and alleviating traffic congestion. Many cities, including London, have …

Uncovering the association between traffic crashes and street-level built-environment features using street view images

S Hu, H Xing, W Luo, L Wu, Y Xu… - International Journal …, 2023 - Taylor & Francis
Investigating the relationship between built environment factors and roadway safety is
crucial for preventing road traffic accidents. Although studies have analyzed traffic-related …

Investigating the influence of streetscape environmental characteristics on pedestrian crashes at intersections using street view images and explainable machine …

H Yue - Accident Analysis & Prevention, 2024 - Elsevier
Examining the relationship between streetscape features and road traffic accidents is pivotal
for enhancing roadway safety. While previous studies have primarily focused on the …

[HTML][HTML] How do active road users act around autonomous vehicles? An inverse reinforcement learning approach

AR Alozi, M Hussein - Transportation research part C: emerging …, 2024 - Elsevier
The inevitable impact of autonomous vehicles (AV) on traffic safety is becoming a reality with
the progressive deployment of these vehicles in different parts of the world. Still, many …

Assessing regional road traffic safety in Sweden through dynamic panel data analysis: Influence of the planned innovative policies and the unplanned COVID-19 …

Q Zheng, F Sharmeen, C Xu, P Liu - … Research Part A: Policy and Practice, 2024 - Elsevier
Efficient transport infrastructures are crucial to improve traffic safety and reduce negative
effects of human activities, where effective transport policies play a vital role. It is also …

[HTML][HTML] 6Ds-HLM: Hierarchical models of road traffic crash influencing factor analysis considering the urban built environment of intersection visibility

X Qu, X Xiao, X Zhu, H Wu, J Gong, D Li - International journal of applied …, 2023 - Elsevier
Road traffic safety issues pose a serious threat to urban health, and how the built
environment affects traffic crashes has been hotly discussed. However, there are limitations …

AccidentGPT: A V2X Environmental Perception Multi-modal Large Model for Accident Analysis and Prevention

L Wang, Y Ren, H Jiang, P Cai, D Fu… - 2024 IEEE Intelligent …, 2024 - ieeexplore.ieee.org
Traffic accidents are a significant factor leading to injuries and property losses, prompting
extensive research in the field of traffic safety. However, previous studies, whether focused …

Investigating built environment and traffic flow impact on crash frequency in urban road networks

D Xiao, H Ding, NN Sze, N Zheng - Accident Analysis & Prevention, 2024 - Elsevier
While numerous studies have examined the factors that influence crash occurrence, there
remains a gap in understanding the intricate relationship between built environment, traffic …