Analysis of traffic accidents on rural highways using Latent Class Clustering and Bayesian Networks

J De Ona, G López, R Mujalli, FJ Calvo - Accident Analysis & Prevention, 2013 - Elsevier
One of the principal objectives of traffic accident analyses is to identify key factors that affect
the severity of an accident. However, with the presence of heterogeneity in the raw data …

Mixed logit model-based driver injury severity investigations in single-and multi-vehicle crashes on rural two-lane highways

Q Wu, F Chen, G Zhang, XC Liu, H Wang… - Accident Analysis & …, 2014 - Elsevier
Crashes occurring on rural two-lane highways are more likely to result in severe driver
incapacitating injuries and fatalities. In this study, mixed logit models are developed to …

A data mining framework to analyze road accident data

S Kumar, D Toshniwal - Journal of Big Data, 2015 - Springer
One of the key objectives in accident data analysis to identify the main factors associated
with a road and traffic accident. However, heterogeneous nature of road accident data …

Analysis of the risk factors affecting the severity of traffic accidents on Spanish crosstown roads: The driver's perspective

N Casado-Sanz, B Guirao, M Attard - Sustainability, 2020 - mdpi.com
Globally, road traffic accidents are an important public health concern which needs to be
tackled. A multidisciplinary approach is required to understand what causes them and to …

Risk indicators and road accident analysis for the period 2012–2016

LI Cioca, L Ivascu - Sustainability, 2017 - mdpi.com
Road accidents are a major societal issue for every country. The purpose of this paper is to
assess the number of traffic and road accidents depending on a series of variables (collision …

Investigating the risk factors associated with the severity of the pedestrians injured on Spanish crosstown roads

N Casado-Sanz, B Guirao, A Lara Galera, M Attard - Sustainability, 2019 - mdpi.com
According to the Spanish General Traffic Accident Directorate, in 2017 a total of 351
pedestrians were killed, and 14,322 pedestrians were injured in motor vehicle crashes in …

Status, Challenges, and Trends of International Research on Roadside Safety

L Han, Z Du - Transportation Research Record, 2024 - journals.sagepub.com
Roadside safety refers to the assessment and improvement of safety measures related to
roadside environment, design, management, and objects. It encompasses factors such as …

Cluster analysis for diminishing heterogeneous opinions of service quality public transport passengers

R de Oña, G López, FJD de los Rios… - Procedia-Social and …, 2014 - Elsevier
One of the principal measures that public transport administrations are following for reaching
a sustainable transportation in the cities consists on attract a higher number of citizens …

Evaluating the safety risk of roadside features for rural two-lane roads using reliability analysis

M Jalayer, H Zhou - Accident Analysis & Prevention, 2016 - Elsevier
The severity of roadway departure crashes mainly depends on the roadside features,
including the sideslope, fixed-object density, offset from fixed objects, and shoulder width …

The effect of road infrastructure on traffic accidents

A Pembuain, S Priyanto… - 11th Asia Pacific …, 2019 - atlantis-press.com
Planning, Designing and constructing road infrastructure should give priority to the safety
and comfort for road users. Ironically, road infrastructure often becomes the cause of traffic …