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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 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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Research article

First published 2025-02-18

Graph convolutional collaborative filtering recommendation method based on temporal information during node aggregation process

Shuguang Zhang, Chengyuan Xie, Heng Zhang [...]

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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Research article

First published 2023-5-11

Sound event localization and detection using element-wise attention gate and asymmetric convolutional recurrent neural networks

Lean Yan, Min Guo, Zhiqiang Li

The European Journal on Artificial Intelligence

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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 2023-12-02

SGCRNN: A ChebNet-GRU fusion model for eeg emotion recognition

Xuemei Bai, Jiaqi Tan, Hanping Hu [...]

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

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Research article

First published 2024-12

STC-PSSA: A New Model of Traffic Flow Forecasting Based on Spatiotemporal Convolution and Probabilistic Sparse Self-Attention

Hong Zhang, Linbiao Chen, Xijun Zhang [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025

Rolling bearing performance degradation trend prediction based on RCMFDE and STAGCN

Yaping Wang, Shengbiao Li, Fen Wei [...]

Transactions of the Institute of Measurement and Control

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