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Open access

Research article

First published 2019-5

Traffic congestion prediction based on GPS trajectory data

Shuming Sun, Juan Chen, Jian Sun

International Journal of Distributed Sensor Networks

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Research article

First published 2025-03-17

Intelligent technique for traffic congestion prediction in Internet of Vehicles using Randomized Machine Learning

Ajay Dureja, Suman, Aman Dureja [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2026

Intelligent Deep Learning Framework for Traffic Congestion Prediction in Internet of Vehicles Using Bi-LSTM and TabTransformer

Ajay Dureja, Shyla, Aman Dureja [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023-2

Leveraging Transformer Model to Predict Vehicle Trajectories in Congested Urban Traffic

Yufei Xu, Yu Wang, Srinivas Peeta

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2000

Experimental Verification of Time-Dependent Accumulation Predictions in Congested Traffic

Karen R. Smilowitz, Carlos F. Daganzo

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2016

Diagnosis and Prediction of Traffic Congestion on Urban Road Networks Using Bayesian Networks

Jiwon Kim, Guangxing Wang

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2018-12

Machine Learning Approach to Short-Term Traffic Congestion Prediction in a Connected Environment

Amr Elfar, Alireza Talebpour, Hani S. Mahmassani

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2018-4

Real-time predication and navigation on traffic congestion model with equilibrium Markov chain

Yan Zheng, Yanran Li, Chung-Ming Own [...]

International Journal of Distributed Sensor Networks

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Research article

First published 2024-11

The optimization effect of traffic speed prediction on travel path based on improved LSTM

Jin Zhang

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2019-11

Development and application of the network weight matrix to predict traffic flow for congested and uncongested conditions

Alireza Ermagun, David M Levinson

Environment and Planning B: Urban Analytics and City Science

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