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Saudi Arabian road accident mortality and traffic safety interventions dataset (2010–2020) [PDF]

open access: yesData in Brief, 2022
Increased traffic volumes worldwide have resulted in an increased number of road accident injuries and mortalities. This global phenomenon motivated the United Nations (UN) to initiate a decade-long global road safety plan in 2010.
Syed Arshad Raza   +4 more
doaj   +2 more sources

A methodological framework for road accident severity prediction for indian highways using machine learning models [PDF]

open access: yesMethodsX
This study introduces a methodological framework for predicting road accident severity using a SHAP-enhanced Machine Learning model. Road traffic accidents remain a major global concern, with India reporting over 150,000 fatalities annually.
Humera Khanum   +3 more
doaj   +2 more sources

School Road Safety Education in Uganda: Progress and Lessons Learned [PDF]

open access: yesJournal of Road Safety, 2021
The Uganda Road Accident Reduction Network Organisation (URRENO) is a non-profit, non-government organisation (NGO) mandated in 1997. From a modest pilot project funded by the World Bank in 2003, it has become a leader in the development, implementation ...
Tumwine Nkuruho   +2 more
doaj   +1 more source

Deep Transfer Learning Based Intersection Trajectory Movement Classification for Big Connected Vehicle Data

open access: yesIEEE Access, 2021
Trajectory movement labelling is an important pre-stage for predicting connected vehicle (CV) movement at intersections. Drivers’ movement prediction and warning at intersections ensure advanced transportation safety and researchers use machine ...
Md Mostafizur Rahman Komol   +6 more
doaj   +1 more source

A Multi-Industry Analysis of the Future Use of AI Chatbots

open access: yesHuman Behavior and Emerging Technologies, 2022
Artificial intelligence (AI) chatbots are set to be the defining technology of the next decade due to their ability to increase human capability at a low cost.
Sage Kelly   +2 more
doaj   +1 more source

A Review on Drivers’ Red Light Running Behavior Predictions and Technology Based Countermeasures

open access: yesIEEE Access, 2022
Red light running at signalised intersections is a growing road safety issue worldwide, leading to the rapid development of advanced intelligent transportation technologies and countermeasures.
Md Mostafizur Rahman Komol   +6 more
doaj   +1 more source

A retrospective registry analysis of the transport‐related health burden of wheeled recreational devices in Queensland, Australia

open access: yesAustralian and New Zealand Journal of Public Health, 2022
Objective: Evaluate injury patterns from wheeled recreational devices (WRD) in the public space and explore risk factors for hospital admission. Method: A cross‐sectional analysis of WRD injury prevalence and risk factors for hospital admissions was ...
J.E. Rod   +2 more
doaj   +1 more source

A Dual Learning Model for Vehicle Trajectory Prediction

open access: yesIEEE Access, 2020
Automated vehicles and advanced driver-assistance systems require an accurate prediction of future traffic scene states. The tendency in recent years has been to use deep learning approaches for accurate trajectory prediction but these approaches suffer ...
Mahrokh Khakzar   +3 more
doaj   +1 more source

A New Approach to Improve the Topological Stability in Non-Linear Dimensionality Reduction

open access: yesIEEE Access, 2020
Dimensionality reduction in the machine learning field mitigates the undesired properties of high-dimensional spaces to facilitate classification, compression, and visualization of high-dimensional data.
Mohammed Elhenawy   +3 more
doaj   +1 more source

BP neural network-based risk discrimination for secondary road alignment accidents

open access: yesShenzhen Daxue xuebao. Ligong ban, 2023
In order to investigate the relationship between horizontal and vertical alignment indicators and accidents of second-class highway, a risk index model based on the back propagation (BP) neural network is constructed to identify the risk change analysis ...
YANG Yonghong   +3 more
doaj   +1 more source

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