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Deep Autoencoder Neural Networks for Short-Term Traffic Congestion Prediction of Transportation Networks [PDF]

open access: yesSensors, 2019
Traffic congestion prediction is critical for implementing intelligent transportation systems for improving the efficiency and capacity of transportation networks.
Sen Zhang   +5 more
doaj   +2 more sources

Variation in the Impact of New York on Pause on Traffic Congestion by Racialized Economic Segregation and Environmental Burden [PDF]

open access: yesGeoHealth
During the 2019 coronavirus pandemic, stay‐at‐home policies such as New York's (NY) NY on Pause dramatically reduced traffic congestion. Despite high traffic burden in NY's environmental justice communities, this reduction has not been evaluated through ...
Jenni A. Shearston   +4 more
doaj   +2 more sources

Effects of congestion charging and subsidy policy on vehicle flow and revenue with user heterogeneity

open access: yesMathematical Biosciences and Engineering, 2023
Traffic congestion is a major issue in urban traffic networks. Both congestion charging and subsidy policy can solve traffic congestion to some extent, but which one is better?
Dandan Fan   +3 more
doaj   +1 more source

Traffic congestion patterns in the urban road network: (Dammam metropolitan area)

open access: yesAin Shams Engineering Journal, 2023
Traffic congestion is a significant problem affecting the sustainable development of urban traffic. It is important to analyze the congestion and forecast future traffic models to prevent traffic congestion.
Khalid Mohammed Almatar
doaj   +1 more source

RESEARCH ON TRAFFIC CONGESTION DETECTION FROM CAMERA IMAGES IN A LOCATION OF DA LAT

open access: yesTạp chí Khoa học Đại học Đà Lạt, 2021
Many researchers are interested in traffic congestion detection and prediction. Traffic congestion occurs increasingly in many cities in Vietnam, including the city of Da Lat.
Nguyen Thi Luong
doaj   +1 more source

A Hybrid Method of Traffic Congestion Prediction and Control

open access: yesIEEE Access, 2023
With the increasing complexity of urban transportation system, serious traffic congestion brings inconvenience to travel. It is also very difficult to predict and control traffic congestion. Therefore, this paper takes urban traffic condition and traffic
Tianrui Zhang   +4 more
doaj   +1 more source

A Method for Exploring and Analyzing Spatiotemporal Patterns of Traffic Congestion in Expressway Networks Based on Origin–Destination Data

open access: yesISPRS International Journal of Geo-Information, 2021
Traffic congestion in expressway networks has a strong negative influence on regional development. Understanding the spatiotemporal patterns of traffic congestion in expressway networks is critical for improving the exchange of products in regional ...
Hong Gao   +6 more
doaj   +1 more source

Modeling and Simulation of Traffic Congestion for Mixed Traffic Flow with Connected Automated Vehicles: A Cell Transmission Model Approach

open access: yesJournal of Advanced Transportation, 2022
Connected automated vehicles (CAVs) can significantly shorten the headway of car following, thereby effectively improving the traffic capacity and injecting new power to alleviate traffic congestion. To investigate the congestion characteristics of mixed
Yunxia Wu   +5 more
doaj   +1 more source

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