Data-driven transfer learning framework for estimating on-ramp and off-ramp traffic flows
To develop the most appropriate control strategy and monitor, maintain, and evaluate the
traffic performance of the freeway weaving areas, state and local Departments of …
traffic performance of the freeway weaving areas, state and local Departments of …
An automatic image processing algorithm based on crack pixel density for pavement crack detection and classification
Nowadays, there is a massive necessity to develop fully automated and efficient distress
assessment systems to evaluate pavement conditions with the minimum cost. Due to having …
assessment systems to evaluate pavement conditions with the minimum cost. Due to having …
Understanding how relationships between crash frequency and correlates vary for multilane rural highways: Estimating geographically and temporally weighted …
Abstract Safety Performance Functions (SPFs) are critical tools in the management of
highway safety projects. SPFs are used to predict the average number of crashes per year at …
highway safety projects. SPFs are used to predict the average number of crashes per year at …
[HTML][HTML] A dynamic approach to predict travel time in real time using data driven techniques and comprehensive data sources
Having access to accurate travel time is of great importance for both highway network users
and traffic engineers. The travel time which is currently reported on highways is usually …
and traffic engineers. The travel time which is currently reported on highways is usually …
Estimating cycle-level real-time traffic movements at signalized intersections
N Mahmoud, M Abdel-Aty, Q Cai… - Journal of intelligent …, 2022 - Taylor & Francis
Real-time traffic movements at intersections is vital for transportation and traffic engineering.
It helps in providing intersection traffic data and optimizing signal control plans. This study …
It helps in providing intersection traffic data and optimizing signal control plans. This study …
A deep learning model for off-ramp hourly traffic volume estimation
A Nohekhan, S Zahedian… - Transportation Research …, 2021 - journals.sagepub.com
This paper addresses estimation of traffic volume of freeway off-ramps. Freeways are the
transportation network's main corridors, serving a large portion of the traffic volume. This …
transportation network's main corridors, serving a large portion of the traffic volume. This …
A new framework for regional traffic volumes estimation with large-scale connected vehicle data and deep learning method
Connected vehicle (CV) data in this paper refer to the in-vehicle telematic data, including
trajectories and driving events (eg, hard braking) collected by vehicle manufacturers when …
trajectories and driving events (eg, hard braking) collected by vehicle manufacturers when …
Identifying the Impact Area of a Traffic Event Through k-Means Clustering
S Mamdoohi, E Miller-Hooks - Journal of big data analytics in …, 2022 - Springer
Nonrecurring traffic events, including improvement actions and vehicular accidents, cause
traffic congestion and travel delay. The impact of a traffic event, even when the event is …
traffic congestion and travel delay. The impact of a traffic event, even when the event is …
Machine learning and reverse methods for a deeper understanding of public roadway improvement action impacts during execution
S Mamdoohi, E Miller-Hooks - Journal of Advanced …, 2022 - Wiley Online Library
The execution of public roadway maintenance, rehabilitation, and restoration activities
disturb normal traffic flows, resulting in roadway capacity reduction, inducing travel time …
disturb normal traffic flows, resulting in roadway capacity reduction, inducing travel time …
Discrete wavelet transform application for bike sharing system check-in/out demand prediction
Y Chen, W Wang, X Hua, W Yu, J Xiao - Transportation Letters, 2024 - Taylor & Francis
The rebalancing of bikes and demand prediction at the station level plays a fundamental
role in the regular operation and maintenance of bike-sharing systems (BSSs). In this paper …
role in the regular operation and maintenance of bike-sharing systems (BSSs). In this paper …