[HTML][HTML] Human behavior in image-based Road Health Inspection Systems despite the emerging AutoML

T Siriborvornratanakul - Journal of Big Data, 2022 - Springer
Introduction The emergence of automated machine learning or AutoML has raised an
interesting trend of no-code and low-code machine learning where most tasks in the …

Greedy-AutoML: A novel greedy-based stacking ensemble learning framework for assessing soil liquefaction potential

EK Sahin, S Demir - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Automated machine learning (AutoML) is a generic term for a specific approach to machine
learning (ML) area that tries to automate the end-to-end process of employing repetitive ML …

Modeling distracted driving behavior considering cognitive processes

Y Zhu, L Yue, Q Zhang, J Sun - Accident Analysis & Prevention, 2024 - Elsevier
The modeling of distracted driving behavior has been studied for many years, however,
there remain many distraction phenomena that can not be fully modeled. This study …

Distracted Driver Detection: A Safer Reinforcement Learning Approach

PE Sharouni - 2024 - studenttheses.uu.nl
Both driver inattention and driver distraction present significant challenges in road safety,
leading to an increasing number of accidents and fatalities every year. As drivers …

All one needs to know about shared micromobility simulation: a complete survey

Y Liu, Y Tang, Y Liu - arXiv preprint arXiv:2203.03707, 2022 - arxiv.org
As the shared micromobility becomes a part of our daily life and environment, we expect the
number of low-speed modes for first-and-last mile trips to grow rapidly. The shared …

[PDF][PDF] Resilience and Evolution of Transportation Networks in the Face of Pandemic Disruption

H Lin - 2023 - files.osf.io
This study aims to quantify the resilience of the United States' domestic aviation network
during significant disruptions, with the COVID-19 pandemic as a case study. We apply an …

Study of the traffic conditions generated by commuters of the eastern contra costa county to the western counties

H Lin, A Franklin, OAM Vergara, G Jerrier - 2022 - osf.io
To conclude our study of the traffic conditions generated by commuters of the eastern contra
costa county to the western counties, firstly we will focus on the route options that these …

Comprehensive Review of Recent Advances in Transportation, Machine Learning, and Infrastructure Management

E TUNCAL - 2023 - osf.io
Comprehensive Review of Recent Advances in Transportation, Machine Learning, and
Infrastructure Management Ertan TUNCAL The chal Page 1 Comprehensive Review of Recent …

[PDF][PDF] Analyzing the Resilience and Technological Advancements in Transportation Systems

N Smith - osf.io
This article provides a comprehensive analysis of various research studies focusing on the
resilience of transportation networks, automated machine learning applications, congestion …

Are big Chinese cities in economy also big in high speed transportation?

E TUNCAL - osf.io
China is famous for its high-speed trains. The national network reached 35,000 km (22,000
mi) in total length, accounting for about two-thirds of the world's high-speed rail tracks in …