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Research article

First published 2023-6

Sparse Data Traffic Speed Prediction on a Road Network With Varying Speed Levels

Moritz Beeking, Markus Steinmaßl, Melanie Urban [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2023-05-04

Dynamic multi-graph convolution recurrent neural network for traffic speed prediction

Liang Ge, Yixuan Jia, Qinhong Li [...]

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

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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 2023-08-24

A two-stage convolution network algorithm for predicting traffic speed based on multi-feature attention mechanisms

Chia-Hung Wang, Jiongbiao Cai, Qing Ye [...]

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

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Research article

First published 2024-10

Hybrid Deep Learning Approach for Traffic Speed Prediction

Fei Dai, Pengfei Cao, Penggui Huang [...]

Big Data

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Research article

First published 2020-4

Two-Stream Multi-Channel Convolutional Neural Network for Multi-Lane Traffic Speed Prediction Considering Traffic Volume Impact

Ruimin Ke, Wan Li, Zhiyong Cui [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-4

Predictive Speed Harmonization Using Machine Learning in Traffic Flow with Connected and Automated Vehicles

Amr Elfar, Alireza Talebpour, Hani S. Mahmassani

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2021-10

DistTune: Distributed Fine-Grained Adaptive Traffic Speed Prediction for Growing Transportation Networks

Ming-Chang Lee, Jia-Chun Lin, Ernst Gunnar Gran

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2014-1

Variable Speed Limit Control Strategy with Collision Probability Assessments Based on Traffic State Prediction

Jie Fang, M. Hadiuzzaman, Ahsanul Karim [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2018-12

Development of a Structural Capacity Prediction Model Based on Traffic Speed Deflectometer Measurements

Zia Uddin Ahmed Zihan, Mostafa A. Elseifi, Kevin Gaspard [...]

Transportation Research Record: Journal of the Transportation Research Board

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