[PDF][PDF] An analysis of vehicle occupants' injury severity in crashes occurred on rural freeways and multilane highways in Iran

A Tavakoli Kashani, MM Besharati - International Journal of Transportation …, 2016 - ijte.ir
Vehicle occupants comprise a considerable proportion of traffic crash victims in Iran. This
paper has focused on vehicle occupants' injury severity and employed the Classification and …

Analysis of the traffic injury severity on two-lane, two-way rural roads based on classification tree models

AT Kashani, AS Mohaymany - Safety science, 2011 - Elsevier
Two-lane, two-way roads constitute a major portion of the rural roads in most countries of the
world. This study identifies the factors influencing crash injury severity on these roads in Iran …

A data mining approach to identify key factors of traffic injury severity

A Tavakoli Kashani, A Shariat-Mohaymany… - PROMET …, 2011 - hrcak.srce.hr
Sažetak Seventy percent of the traffic crash fatalities of Iran happen on rural roads, and a
significant proportion of the rural roads network of this country is constituted of the main two …

[PDF][PDF] Evaluation of seatbelt and airbag effectiveness in reducing severe and fatal injuries in the UAE

YE Hawas, MD Alam - Journal of Traffic and Logistics Engineering Vol, 2015 - jtle.net
Seatbelt and airbag are included in most of the vehicles as safety devices to reduce the
severity of injury and costs of motor vehicle crashes. The aim of this paper is to study the …

[HTML][HTML] Analysis of factors associated with traffic injury severity on rural roads in Iran

AT Kashani, A Shariat-Mohaymany… - Journal of injury and …, 2012 - ncbi.nlm.nih.gov
Background: Iran is a country with one of the highest rates of traffic crash fatality and injury,
and seventy percent of these fatalities happen on rural roads. The objective of this study is to …

Prediction and analysis of the severity and number of suburban accidents using logit model, factor analysis and machine learning: a case study in a developing …

M Ghasedi, M Sarfjoo, I Bargegol - SN Applied Sciences, 2021 - Springer
The purpose of this study is to investigate and determine the factors affecting vehicle and
pedestrian accidents taking place in the busiest suburban highway of Guilan Province …

Seatbelt use and related factors among drivers involved in road crashes in Southeast Iran

M Mohammadi, AA Moghaddam, M Rad… - Health Scope, 2015 - brieflands.com
Background: Seatbelts are a relatively low-cost safety device that provides easy basic
protection for occupants of 4-wheeled vehicles. Objectives: This study investigates …

[PDF][PDF] Investigating Key Factors Influencing the Severity of Drivers Injuries in Car Crashes Using Supervised Machine Learning Techniques.

MF Aljarrah, MA Khasawneh, AA Al-Omari - Journal of Engineering …, 2019 - jestr.org
Limiting number of fatalities and reducing injury severity of car crashes is a continuing global
concern. This study investigates crash risk factors including driver, vehicle, roadway, and …

Injury severity prediction of traffic collision by applying a series of neural networks: the City of London Case Study

M Siamidoudaran, E İşçioğlu - Promet-Traffic&Transportation, 2019 - hrcak.srce.hr
Sažetak This paper focuses on predicting injury severity of a driver or rider by applying multi-
layer perceptron (MLP), support vector machine (SVM), and a hybrid MLP-SVM method. By …

[PDF][PDF] Exploiting machine learning algorithms for predicting crash injury severity in Yemen: hospital case study

T Al-Moqri, X Haijun, JP Namahoro… - Appl. Comput …, 2020 - researchgate.net
This study focused on exploiting machine learning algorithms for classifying and predicting
injury severity of vehicle crashes in Yemen. The primary objective is to assess the …