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Research article

First published 2025-3

HAGCN: A relation extraction model based on heterogeneous graph convolutional neural network and graph attention

Xinyu He, Manfei Kan, Yonggong Ren

Intelligent Data Analysis: An International Journal

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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 2023-09

DAHNGC: A Graph Convolution Model for Drug–Disease Association Prediction by Using Heterogeneous Network

Jiancheng Zhong, Pan Cui, Yihong Zhu [...]

Journal of Computational Biology

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Research article

First published 2025

Condition assessment of cable-stayed bridges based on heterogeneous data correlation mining using multichannel spatiotemporal graph convolutional network

Andong Wang, Zhuang-Zhuang Kang, Yapeng Guo [...]

Structural Health Monitoring

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Research article

First published 2026

Factors Affecting Urban Sustainable Development by Metro Using the GCN–MGWR model

Dong Chen, Guo Yalin, Tan Xiaotao [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2023-2-9

Multimodal interaction aware embedding for location-based social networks

Ruiyun Yu, Kang Yang, Zhihong Wang [...]

The European Journal on Artificial Intelligence

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Research article

First published 2025

DRGIA: A document-level relation extraction method integrating graph Inference and attention mechanism

Xinyu He, Yujie Tang, Sifan Xu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2026-3

A time-delay aggregation transformer model for traffic flow forecasting

Hong Zhang, Jiaoyun Wei, Xijun Zhang [...]

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

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Research article

First published 2024-11

Heterogeneous graph community detection method based on K -nearest neighbor graph neural network

Xiaoyang Liu, Yudie Wu, Giacomo Fiumara [...]

Intelligent Data Analysis: An International Journal

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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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