Machine learning and internet of things applications in enterprise architectures: Solutions, challenges, and open issues

Z Rehman, N Tariq, SA Moqurrab, J Yoo… - Expert …, 2024 - Wiley Online Library
The rapid growth of the Internet of Things (IoT) has led to its widespread adoption in various
industries, enabling enhanced productivity and efficient services. Integrating IoT systems …

Spatiotemporal instability analysis of injury severities in truck-involved and non-truck-involved crashes

C Wang, F Chen, Y Zhang, J Cheng - Analytic methods in accident …, 2022 - Elsevier
The truck involvement could potentially increase the crash frequency and resulted injury
outcomes and it is of great necessity to understand the similarities and differences in the …

Temporal stability of the impact of factors determining drivers' injury severities across traffic barrier crashes in mountainous regions

D Song, X Yang, PC Anastasopoulos, X Zu… - Analytic methods in …, 2023 - Elsevier
Traffic barrier crashes have been a major concern in many prior studies in traffic safety
literature, especially in the crash-prone sections of mountainous regions. However, the effect …

Analysis of injury severity in rear-end crashes on an expressway involving different types of vehicles using random-parameters logit models with heterogeneity in …

C Wang, F Chen, Y Zhang, J Cheng - Transportation letters, 2023 - Taylor & Francis
To examine the difference in contributing factors of rear-end crashes of different injury
severity involving different types of vehicles, this paper proposed random-parameters …

Bivariate joint analysis of injury severity of drivers in truck-car crashes accommodating multilayer unobserved heterogeneity

D Song, X Yang, Y Yang, P Cui, G Zhu - Accident Analysis & Prevention, 2023 - Elsevier
Truck-involved crashes, especially truck-car crashes, are associated with serious and even
fatal injuries, thus necessitating an in-depth analysis. Prior research focused solely on …

An analysis of single-vehicle truck crashes on rural curved segments accounting for unobserved heterogeneity

M Islam, P Hosseini, M Jalayer - Journal of safety research, 2022 - Elsevier
Introduction: Medium to large truck crashes, particularly on rural curved roadways, lead to a
disproportionately higher number of fatalities and serious injuries relative to other passenger …

Exploring the impact of truck traffic on road segment-based severe crash proportion using extensive weigh-in-motion data

C Xu, K Ozbay, H Liu, K Xie, D Yang - Safety science, 2023 - Elsevier
Fixed proportions by severity assumption in Highway Safety Manual could be violated since
the proportions of severe crashes are likely to be affected by truck traffic characteristics …

Applying systems thinking to improve the safety of work-related drivers: A systematic review of the literature

S Newnam, R St Louis, A Stephens… - Journal of safety research, 2022 - Elsevier
Abstract Introduction: Light vehicles (< 4.5 tons) driven for work purposes represent a
significant proportion of the registered motor vehicles on our roads. Drivers of these vehicles …

Modeling of single-vehicle and multi-vehicle truck-involved crashes injury severities: A comparative and temporal analysis in a developing country

C Se, T Champahom, S Jomnonkwao… - Accident Analysis & …, 2024 - Elsevier
Truck-involved crashes persist as a significant concern, yielding noteworthy human
casualties and causing economic ramifications, particularly in developing countries. This …

Large truck fatal crash severity segmentation and analysis incorporating all parties involved: A Bayesian network approach

J Wu, S Rasouli, J Zhao, Y Qian, L Cheng - Travel behaviour and society, 2023 - Elsevier
Studies on fatal crashes involving large trucks are typically focused on the examination of
injury severity at the personal level rather than the crash level. In this study, instead of …