Two Decades of Geospatial Evolution: Tracing the Analytical Journey towards Data-Driven Road Crash Prevention

A Soltani, O Mansourihanis… - Applied Spatial Analysis …, 2024 - Springer
Globally, road crashes impose massive burdens, and understanding the complex factors
influencing crash patterns requires advanced analytical methods. This study reviews 20 …

Comparing fatal crash risk factors by age and crash type by using machine learning techniques

AH Alshehri, F Alanazi, AM Yosri, M Yasir - PLoS one, 2024 - journals.plos.org
This study aims to use machine learning methods to examine the causative factors of
significant crashes, focusing on accident type and driver's age. In this study, a wide-ranging …

An Econometric Analysis to Explore the Temporal Variability of the Factors Affecting Crash Severity Due to COVID-19

M Alrumaidhi, HA Rakha - Sustainability, 2024 - mdpi.com
This study utilizes multilevel ordinal logistic regression (M-OLR), an approach that accounts
for spatial heterogeneity, to assess the dynamics of crash severity in Virginia, USA, over the …

Assessing crash severity of urban roads with data mining techniques using big data from in-vehicle dashcam

N Park, J Cho, J Park - Electronic Research Archive, 2024 - aimspress.com
The factors that affect the severity of crashes must be identified for pedestrian and traffic
safety in urban roads. Specifically, in the case of urban road crashes, these crashes occur …

Estimating Node Importance in Transportation Networks: A Scalable Machine Learning Approach

M Naser Moghaddasi, M Shafiei Dastgerdi… - Mahdi and Sabzekar … - papers.ssrn.com
Identifying critical nodes in transportation networks is vital for effective maintenance and
management. While conventional methods rely on topological features alone, they often …

[PDF][PDF] STUDY ON MODELS AND METHODS FOR COLLECTION AND PROCESSING OF PARAMETRIC AND BIO-PARAMETRIC DATA

D Parvanov, T Atanasova - researchgate.net
Parametric and bio-parametric data encompass a wide range of information, including
physiological measurements, clinical observations, and laboratory results. The collection …