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Research article

First published 2021-10

Predicting vibrancy of metro station areas considering spatial relationships through graph convolutional neural networks: The case of Shenzhen,China

Longzhu Xiao, Siuming Lo, Jiangping Zhou [...]

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2023-06-01

Spatial-temporal gated graph convolutional network: a new deep learning framework for long-term traffic speed forecasting

Dongping Zhang, Hao Lan, Zhennan Ma [...]

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

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Research article

First published 2025-3

Traffic Flow Prediction Using Novel Spatial-Temporal Multi-Head Attention Graph Convolution Networks

Yuan Cheng, Cheng Peng, Ze Wang [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026

Research on traffic flow prediction of dynamic graph convolution network based on spatio-temporal attention mechanism

Yuan Yao, Xianchen Wang, Xiaojun Wu [...]

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

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Research article

First published 2024-3

Research on power generation prediction of hydropower in river basin based on multi-head attention graph convolutional neural network

Zhiliang Chen, Juan Wang, Miao Wei

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2023-01-30

RETRACTED: LCBP-STGCN: A local cube binary pattern spatial temporal graph convolutional network for micro-expression recognition

Yan Wang, Jianfeng Han, Ziqi Guo

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

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Research article

First published 2026

Trajectory prediction with hierarchical spatio-temporal feature extraction and historical prediction embedding

Zufeng Zhang, Zhuang Yang, Chao Chen [...]

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

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Research article

First published 2024-12-27

RETRACTED: Enhancing traffic flow prediction: Dual-branch graph convolutional network with rough data inference and adaptive spatial dependencies

Ning Zhou, Zhihao Ren

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

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Research article

First published 2024-7

Research on Traffic Flow Forecasting Based on Dynamic Spatial-Temporal Transformer

Hong Zhang, Hongyan Wang, Xijun Zhang [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-10

Spatiotemporal Adaptive Hybrid Graph Convolutional Networks for Traffic Flow Forecasting

Peng Zhang, Zheheng Liu, Yu Tang

Transportation Research Record: Journal of the Transportation Research Board

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