Cause Analysis and Accident Classification of Road Traffic Accidents Based on Complex Networks
Applied Sciences, 2023 The number of motor vehicles on the road is constantly increasing, leading to a rise in the number of traffic accidents. Accurately identifying the factors contributing to these accidents is a crucial topic in the field of traffic accident research. Most
Yongdong Wang +3 more
doaj +1 more source
ENHANCING TRAFFIC SAFETY: A COMPREHENSIVE APPROACH THROUGH REAL-TIME DATA AND INTELLIGENT TRANSPORTATION SYSTEMS [PDF]
Scientific Journal of Silesian University of Technology. Series TransportToday, traffic accidents are still a difficult and urgent problem for many countries around the world. Traffic accidents on highways are often more serious than accidents on urban roads.
Khanh Giang LE
doaj +1 more source
Explaining the link between gender and traffic accidents in Israel [PDF]
, 2015 The aim of study is to explain the link between gender and traffic accidents in Israel. Traffic violations are considered as intentional deviations from practices that are crucial to maintaining safety while driving.
Mazliach, Roni
core +2 more sources
AI on the Road: A Comprehensive Analysis of Traffic Accidents and Accident Detection System in Smart Cities [PDF]
arXiv, 2023 Accident detection and traffic analysis is a critical component of smart city and autonomous transportation systems that can reduce accident frequency, severity and improve overall traffic management. This paper presents a comprehensive analysis of traffic accidents in different regions across the United States using data from the National Highway ...
arxiv
Traffic Incident Database with Multiple Labels Including Various Perspective Environmental Information [PDF]
arXiv, 2023 A large dataset of annotated traffic accidents is necessary to improve the accuracy of traffic accident recognition using deep learning models. Conventional traffic accident datasets provide annotations on traffic accidents and other teacher labels, improving traffic accident recognition performance.
arxiv
Anticipating Traffic Accidents with Adaptive Loss and Large-Scale Incident DB [PDF]
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018 In this paper, we propose a novel approach for traffic accident anticipation through (i) Adaptive Loss for Early Anticipation (AdaLEA) and (ii) a large-scale self-annotated incident database for anticipation.
Tomoyuki Suzuki +3 more
semanticscholar +1 more source
Bayesian vector autoregressive analysis of macroeconomic and transport influences on urban traffic accidents [PDF]
arXiv, 2022 The macro influencing factors analysis of urban traffic safety is important to guide the direction of urban development to reduce the frequency of traffic accidents. In this study, a Bayesian vector autoregressive(BVAR) model was developed to exploring the impact of six macro-level economic and transport factors, including population, GDP, private ...
arxiv
Current Understanding of the Effects of Congestion on Traffic Accidents
International Journal of Environmental Research and Public Health, 2019 Traffic accidents impart both economic and social costs upon communities around the world, hence the desire for accident rates to be reduced. For this reduction to occur, the factors influencing the occurrence of accidents must be understood. The role of
A. Retallack, B. Ostendorf
semanticscholar +1 more source
IMPACT OF WEATHER ON ROAD TRAFFIC ACCIDENTS IN ONDO STATE, NIGERIA: 2005 - 2012 [PDF]
Analele Universităţii din Oradea: Seria Geografie, 2016 Road traffic accidents and their related deaths have become a major health problem and concerns. Studies have examined the impact of weather on road traffic accidents and casualties.
Moses Olaniran OLAWOLE
doaj
A Review of the Traffic Accidents and Related Practices Worldwide
The Open Transportation Journal, 2019 A traffic accident, a traffic collision or crash occurs when a vehicle collides with another vehicle, pedestrian, animal, road barriers, or any stationary obstruction such as a tree or a utility pole.
A. Mohammed +3 more
semanticscholar +1 more source