IoT-driven bayesian learning: a case study of reducing road accidents of commercial vehicles on highways

W Nwankwo, CO Adetunji, AS Olayinka - Artificial Intelligence-based …, 2022 - Springer
Majority of the recorded accidents are adjudged preventable following analysis of
circumstances behind such accidents. The causes have been traced to factors like bad tires …

Application of iot and artificial intelligence in road safety

S Bhattacharya, H Jha… - … Research in Technology …, 2022 - ieeexplore.ieee.org
This paper explores the advancement of the Internet of Things (IoT) and Machine Learning
in the field of Road Safety and accident prevention with a state-of-the-art review of various …

A Hybrid Machine Learning Approach for Performing Predictive Analytics on Road Accidents

M Sobhana, VK Rohith, T Avinash… - 2022 6th International …, 2022 - ieeexplore.ieee.org
Nineteen thousand accidents occurred on the roads of the Indian state of Andhra Pradesh in
the year 2020. Every year, traffic inconsistencies are a major cause of fatalities, injuries, and …

An IoT-based Framework for Mitigating Car Accidents and Enhancing Road Safety by Controlling Vehicle Speed

KT Kubra, B Barua, MM Sarker… - … on I-SMAC (IoT in Social …, 2023 - ieeexplore.ieee.org
A large number of people die in road accidents daily. Utilizing IoT in different ways it is
possible to save those human lives. The evaluation of the Internet of Things (IoT) has …

[PDF][PDF] Severity of vehicle-to-vehicle accidents in the UAE: An exploratory analysis using machine learning algorithms

P Maghelal, AH Ali, E Azar, R Jayaraman, K Khalaf - Heliyon, 2023 - cell.com
Abstract The World Health Organization (WHO) identifies road traffic injuries as a global
health problem. The Eastern-Mediterranean region is particularly suffering from low traffic …

Review of the machine learning techniques in road crashes

S Srivastava, A Bagga… - 2020 International …, 2020 - ieeexplore.ieee.org
Road crashes and resulting fatalities and injuries have evolved as a major issue across the
globe. According to the Global Status Report on Road Safety 2018 [1] published by World …

Traffic accident risk prediction using machine learning

K Banerjee, V Bali, A Sharma… - 2022 International …, 2022 - ieeexplore.ieee.org
The occurrence of road accidents continues to be one of the prominent causes of deaths,
disabilities and hospitalisation in the country. This makes traffic accident risk prediction …

Understanding the potential of emerging digital technologies for improving road safety

ME Torbaghan, M Sasidharan, L Reardon… - Accident Analysis & …, 2022 - Elsevier
Abstract Each year, 1.35 million people are killed on the world's roads and another 20–50
million are seriously injured. Morbidity or serious injury from road traffic collisions is …

Internet of things based intelligent accident avoidance system for adverse weather and road conditions

JA Onesimu, A Kadam, KM Sagayam… - Journal of Reliable …, 2021 - Springer
Study shows that road accidents cause nearly 6,000 people to die and more than 400,000
people injured in the United States every year. Adverse weather and road conditions are …

A survey on iot based automatic road accident detection

SP Shubham, M Kumar, S Jain - 2021 5th international …, 2021 - ieeexplore.ieee.org
Road accidents are a significant issue for everyone. Every day, a considerable amount of
valuable lives are lost as a result of car collisions. It is the most critical field that requires …