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Research article

First published 2024-9

Learning traffic as videos: A spatio-temporal VAE approach to periodic traffic raster data imputation

Shuo Zhang, Xingbang Hu, Wenbo Zhang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2022-10

A Method for Granular Traffic Data Imputation Based on PARATUCK2

Mina Nouri, Mostafa Reisi-Gahrooei, Mohammad Ilbeigi

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2020-10-07

Parallel CNN based big data visualization for traffic monitoring

G. Madhukar Rao, Dharavath Ramesh

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

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Research article

First published 2017-8

The GPS trajectory data research based on the intelligent traffic big data analysis platform

Xijun Zhang, Zhanting Yuan

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2021-04-12

Data communication and intelligence in traffic simulation environments: Simulation time and performance experiments

Joonho Ko, Hyun Woong Cho, Jung In Kim [...]

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

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Research article

First published 2026-2

Traffic Congestion Source Back-Tracing Framework for Urban Road Networks Using Traffic Volume Data

Yanqing Yang, Jichen Zhu, Cheng Zhang [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2019-03-16

Prediction of a multi-mode coupling model based on traffic flow tensor data

Huiming Duan, Yongzhi Liu, Di Wang [...]

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

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Research article

First published 2023-3

Innovative Individual Vehicle Record Traffic Data Quality Analysis Methods

Steven Jessberger, Herbert Southgate

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-7

Missing Traffic Data Imputation based on Tensor Completion and Graph Network Fusion

Chengliang Xia, Xiang Yin, Junyang Yu [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026

A Multi-Source Approach for Digitization and Evaluation of Traffic Control Infrastructure Data

Tianchen Huang, Dayong Wu, Xinyue Ye

Transportation Research Record: Journal of the Transportation Research Board

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