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Research article

First published 2024-8

Spatio-Temporal Heterogeneous Graph-Based Convolutional Networks for Traffic Flow Forecasting

Zhaobin Ma, Zhiqiang Lv, Xiaoyang Xin [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2020-08-31

Prediction of traffic flow with small time granularity at intersection based on probabilistic network

Wenbin Xiao, Shunying Zhu, Qiucheng Chen

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

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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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Research article

First published 2025-1

Two-layer dynamic graph convolutional recurrent neural network for traffic flow prediction

Xiangyi Lu, Feng Tian, Yumeng Shen [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-2

Characteristics and prediction of urban interaction networks from the perspective of traffic flow and text information flow

Lin Liu, Yi Sun, Wanwu Li

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2019-2

A parallel spatiotemporal deep learning network for highway traffic flow forecasting

Dongxiao Han, Juan Chen, Jian Sun

International Journal of Distributed Sensor Networks

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Research article

First published 2015-11

Simulation and analysis of road construction traffic flow in urban road networks

Junqing Shi, Yongju Hu, Sulan Li [...]

Advances in Mechanical Engineering

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Research article

First published 2025-6

Traffic Flow Prediction Based on Spatio-Temporal Aggregated Graph Neural Networks

Shuangshuang Wu, Yao Hu

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025

Research on traffic flow prediction based on multi-scale spatio-temporal diffusion graph convolutional network

Jie Cao, Pengcheng Zhang, Hong Zhang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2026-1

Principal Component Analysis Embedded Temporal Attention Spatiotemporal Graph Convolutional Networks for Traffic Flow Prediction

Hong Zhang, Yang Li, Xijun Zhang [...]

Transportation Research Record: Journal of the Transportation Research Board

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