[HTML][HTML] A systematic review on detection and prediction of driver drowsiness
ME Shaik - Transportation research interdisciplinary perspectives, 2023 - Elsevier
Driver drowsiness has emerged as one of the key factors in recent times' traffic accidents,
which can result in fatalities, serious physical losses, large monetary losses, and significant …
which can result in fatalities, serious physical losses, large monetary losses, and significant …
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 …
for enhancing roadway safety. While previous studies have primarily focused on the …
What makes accidents severe! explainable analytics framework with parameter optimization
Most analytics models are built on complex internal learning processes and calculations,
which might be unintuitive, opaque, and incomprehensible to humans. Analytics-based …
which might be unintuitive, opaque, and incomprehensible to humans. Analytics-based …
Predicting and analyzing road traffic injury severity using boosting-based ensemble learning models with SHAPley Additive exPlanations
Road traffic accidents are one of the world's most serious problems, as they result in
numerous fatalities and injuries, as well as economic losses each year. Assessing the …
numerous fatalities and injuries, as well as economic losses each year. Assessing the …
[HTML][HTML] Comparing the vibrational behaviour of e-kick scooters and e-bikes: Evidence from Italy
E-kick scooters are currently among the most popular emerging electric-powered Personal
micro–Mobility Vehicles (e-PMVs) and have recently been equated to e-bikes. However …
micro–Mobility Vehicles (e-PMVs) and have recently been equated to e-bikes. However …
Prediction and interpretation of low-level wind shear criticality based on Its altitude above runway level: Application of Bayesian optimization–ensemble learning …
Low-level wind shear (LLWS) is a rare occurrence and yet poses a major hazard to the
safety of aircraft. LLWS event occurrence within 800 feet of the runway level are dangerous …
safety of aircraft. LLWS event occurrence within 800 feet of the runway level are dangerous …
[HTML][HTML] Visual Detection of Traffic Incident through Automatic Monitoring of Vehicle Activities
A Karim, MA Raza, YZ Alharthi, G Abbas… - World Electric Vehicle …, 2024 - mdpi.com
Intelligent transportation systems (ITSs) derive significant advantages from advanced
models like YOLOv8, which excel in predicting traffic incidents in dynamic urban …
models like YOLOv8, which excel in predicting traffic incidents in dynamic urban …
Road urban planning sustainability based on remote sensing and satellite dataset: A review
Infrastructural development and urbanization effects have been investigated over the past
decades with novel approaches and adaptation strategies. Road network expansions are …
decades with novel approaches and adaptation strategies. Road network expansions are …
Application of Artificial Neural Network Approaches for Predicting Accident Severity on Rural Roads (Case Study: Tehran‐Qom and Tehran‐Saveh Rural Roads)
M Habibzadeh, M Ameri… - Mathematical …, 2022 - Wiley Online Library
Traffic accidents occur due to a combination of factors that lead to casualties and injuries. By
identifying the most effective factors, it is possible for safety authorities to provide appropriate …
identifying the most effective factors, it is possible for safety authorities to provide appropriate …
Temporal impacts of road safety interventions: A structural-shifts-based method for road accident mortality analysis
Extensive prior research has statistically analyzed the impact of infrastructural, policy, and
environmental factors on road accidents, injuries, and mortalities. Most of these studies …
environmental factors on road accidents, injuries, and mortalities. Most of these studies …