[HTML][HTML] Advances, challenges, and future research needs in machine learning-based crash prediction models: A systematic review
Accurately modelling crashes, and predicting crash occurrence and associated severities
are a prerequisite for devising countermeasures and developing effective road safety …
are a prerequisite for devising countermeasures and developing effective road safety …
Econometric and machine learning methods to identify pedestrian crash patterns
M Rella Riccardi, F Galante, A Scarano, A Montella - Sustainability, 2022 - mdpi.com
Walking plays an important role in overcoming many challenges nowadays, and
governments and local authorities are encouraging healthy and environmentally sustainable …
governments and local authorities are encouraging healthy and environmentally sustainable …
Evaluation of contributing factors affecting number of vehicles involved in crashes using machine learning techniques in rural roads of Cosenza, Italy
G Guido, S Shaffiee Haghshenas… - Safety, 2022 - mdpi.com
The evaluation of road safety is a critical issue having to be conducted for successful safety
management in road transport systems, whereas safety management is considered in road …
management in road transport systems, whereas safety management is considered in road …
[HTML][HTML] Flight delay causality: Machine learning technique in conjunction with random parameter statistical analysis
S Mokhtarimousavi, A Mehrabi - International Journal of Transportation …, 2023 - Elsevier
The consequences of flight delay can significantly impact airports' on‐time performance and
airline operations, which have a strong positive correlation with passenger satisfaction …
airline operations, which have a strong positive correlation with passenger satisfaction …
COVID-19 and injury severity of drivers involved in run-off-road crashes: analyzing the impact of contributing factors
S Mokhtarimousavi, AE Kitali… - Transportation …, 2022 - journals.sagepub.com
This study examined the relationship between the lockdown during the COVID-19 pandemic
and the severity of injuries sustained by drivers involved in run-off-road (ROR) crashes. A …
and the severity of injuries sustained by drivers involved in run-off-road (ROR) crashes. A …
Pedestrian Crossing Safety at High-Risk Locations: An Inclusive Review
D Mukherjee, K Ramachandra Rao… - Journal of Urban …, 2024 - ascelibrary.org
This study aims to assemble and present the status of the published information available
regarding pedestrian safety near crosswalks and bus stops through a comprehensive …
regarding pedestrian safety near crosswalks and bus stops through a comprehensive …
A holistic approach to exploring the root factors of work zone accidents
Work zones are crucial for infrastructure maintenance and improvement. However, ongoing
projects within work zones sometimes can place workers and drivers in dangerous …
projects within work zones sometimes can place workers and drivers in dangerous …
Analysis of injury severity of work zone crashes on rural and urban work zones: accounting for out-of-sample prediction and temporal instability
R Rangaswamy, N Alnawmasi, Y Zhang - Accident Analysis & Prevention, 2024 - Elsevier
This research utilizes data collected in Florida to examine the differentials in injury severities
among single-vehicle drivers involved in work zone-related incidents, specifically focusing …
among single-vehicle drivers involved in work zone-related incidents, specifically focusing …
Risk levels classification of near-crashes in Naturalistic driving data
HAH Naji, Q Xue, N Lyu, X Duan, T Li - Sustainability, 2022 - mdpi.com
Identifying dangerous events from driving behavior data has become a vital challenge in
intelligent transportation systems. In this study, we compared machine and deep learning …
intelligent transportation systems. In this study, we compared machine and deep learning …
Analyzing the time-varying patterns of contributing factors in work zone-related crashes
Work zones are crucial for maintaining and enhancing road infrastructure, but they also pose
a significant risk to traffic safety. Between 2016 and 2020, work zone-related crashes in the …
a significant risk to traffic safety. Between 2016 and 2020, work zone-related crashes in the …