The assessment of traffic accident risk based on grey relational analysis and fuzzy comprehensive evaluation method
Sign Up to like & getrecommendations! Published in 2017 at "Natural Hazards"
DOI: 10.1007/s11069-017-2923-2
Abstract: The traffic accident risk includes three aspects, traffic accident probability, traffic accident severity, and traffic accident trend respectively. In this paper, nine indicators are selected to evaluate the traffic accident risk. The grey relational analysis… read more here.
Keywords: traffic accident; risk; accident risk; method ... See more keywords
Using HLM to investigate the relationship between traffic accident risk of private vehicles and public transportation
Sign Up to like & getrecommendations! Published in 2019 at "Transportation Research Part A: Policy and Practice"
DOI: 10.1016/j.tra.2018.11.005
Abstract: Public transportation is relatively safe and secure, although less convenient than private modes of transport. However, current trends indicate that, by 2030, road traffic injuries will be the fifth leading cause of death globally. This… read more here.
Keywords: traffic accident; transportation; risk; accident risk ... See more keywords
Traffic accident risk perception among drivers: a latent variable approach
Sign Up to like & getrecommendations! Published in 2020 at "Transportation Planning and Technology"
DOI: 10.1080/03081060.2020.1735763
Abstract: ABSTRACT Governments require decision tools to deal with road traffic accidents, a pandemic resulting in millions of deaths around the world. Evidence shows that human factors are one of the major causes of road accidents,… read more here.
Keywords: traffic; traffic accident; accident risk; perception ... See more keywords
Effects of texting on accident risk during a sudden hazardous event: Analysis of predetection and postdetection phases
Sign Up to like & getrecommendations! Published in 2018 at "Traffic Injury Prevention"
DOI: 10.1080/15389588.2018.1517237
Abstract: Abstract Objective: The present study aims to quantify the effects of texting and driver behavior on the accident risk associated with a sudden event. Further, the study attempts to compare the effects of driving behavior… read more here.
Keywords: young drivers; risk; professional drivers; accident risk ... See more keywords
Intelligent Traffic Accident Prediction Model for Internet of Vehicles With Deep Learning Approach
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DOI: 10.1109/tits.2021.3074987
Abstract: In this study, a high accident risk prediction model is developed to analyze traffic accident data, and identify priority intersections for improvement. A database of the traffic accidents was organized and analyzed, and an intersection… read more here.
Keywords: accident risk; prediction model; accident; traffic ... See more keywords
MG-TAR: Multi-View Graph Convolutional Networks for Traffic Accident Risk Prediction
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2023.3237072
Abstract: Due to the continuing colossal socio-economic losses caused by traffic accidents, it is of prime importance to precisely forecast the traffic accident risk to reduce future accidents. In this paper, we use dangerous driving statistics… read more here.
Keywords: risk prediction; accident risk; accident; traffic accident ... See more keywords