Travel time reliability in transportation networks: A review of methodological developments
The unavoidable travel time variability in transportation networks, resulted from the
widespread supply-side and demand-side uncertainties, makes travel time reliability (TTR) …
widespread supply-side and demand-side uncertainties, makes travel time reliability (TTR) …
On the new era of urban traffic monitoring with massive drone data: The pNEUMA large-scale field experiment
E Barmpounakis, N Geroliminis - Transportation research part C: emerging …, 2020 - Elsevier
The new era of sharing information and “big data” has raised our expectations to make
mobility more predictable and controllable through a better utilization of data and existing …
mobility more predictable and controllable through a better utilization of data and existing …
[HTML][HTML] Multi-objective optimization of traffic signals based on vehicle trajectory data at isolated intersections
Existing fixed-time traffic signal optimization methods mainly use traffic volumes collected by
infrastructure-based detectors (eg, loop detectors). These infrastructure-based detectors …
infrastructure-based detectors (eg, loop detectors). These infrastructure-based detectors …
Future urban transport management
The incorporation of disruptive innovations into the transportation industry will inevitably
cause major upheavals in the transportation sector. However, existing research lacks …
cause major upheavals in the transportation sector. However, existing research lacks …
A tensor-based Bayesian probabilistic model for citywide personalized travel time estimation
K Tang, S Chen, Z Liu, AJ Khattak - Transportation Research Part C …, 2018 - Elsevier
Urban travel time information is of great importance for many levels of traffic management
and operation. This paper develops a tensor-based Bayesian probabilistic model for …
and operation. This paper develops a tensor-based Bayesian probabilistic model for …
A general framework for combining traffic flow models and Bayesian network for traffic parameters estimation
S Wang, AUZ Patwary, W Huang - Transportation research part C …, 2022 - Elsevier
This work focuses on traffic parameters estimation based on trajectory data in an arterial
corridor with multiple signalized intersections. We develop a general framework that can …
corridor with multiple signalized intersections. We develop a general framework that can …
Traffic parameters estimation for signalized intersections based on combined shockwave analysis and Bayesian Network
This paper proposes a framework to combine shockwave analysis (SA) with Bayesian
Network (BN) for traffic flow parameters estimation at signalized intersections using vehicle …
Network (BN) for traffic flow parameters estimation at signalized intersections using vehicle …
A spatial–temporal graph-based AI model for truck loan default prediction using large-scale GPS trajectory data
L Chen, S Ma, C Li, Y Yang, W Wei, R Cui - Transportation Research Part E …, 2024 - Elsevier
With the increasing uncertainties in freight transportation, truck loans are playing a crucial
role in the stability and development of the logistics industry. A pivotal problem to truck loan …
role in the stability and development of the logistics industry. A pivotal problem to truck loan …
Modeling link capacity constraints with physical queuing and toll in the bi-modal mixed road network including bus and car modes
J Yao, Y Chen, A Chen, Z Liu - Transportation research part E: logistics and …, 2024 - Elsevier
In urban transportation network, the formation of traffic congestion is often caused by link
capacity constraints, which is often accompanied by physical queuing phenomena. This …
capacity constraints, which is often accompanied by physical queuing phenomena. This …
Urban travel time reliability at different traffic conditions
The decision making of travelers for route choice and departure time choice depends on the
expected travel time and its reliability. A common understanding of reliability is that it is …
expected travel time and its reliability. A common understanding of reliability is that it is …