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Research article

First published 2022-1

Temporal link prediction in directed networks based on self-attention mechanism

Jinsong Li, Jianhua Peng, Shuxin Liu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2026-2

Vessel trajectory prediction model based on spatio-temporal graph convolutional network with spatio-temporal joint attention mechanism

Yasi Tian, Hui Zhang

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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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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Review article

First published 2024

Brain mechanisms of temporal processing in impulsivity: Relevance to attention-deficit hyperactivity disorder

Eleanor White, Jeffrey W. Dalley

Brain and Neuroscience Advances

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Research article

First published 2025-2

Remaining useful life prediction for multi-sensor mechanical equipment based on self-attention mechanism network incorporating spatio-temporal convolution

Xu Yang, Lin Tang, Jian Huang

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2024-9

Traffic Flow Prediction Based on Interactive Dynamic Spatio-Temporal Graph Convolution with a Probabilistic Sparse Attention Mechanism

Linlong Chen, Linbiao Chen, Hongyan Wang [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026-3

Enhancing fault diagnosis with a hybrid attention mechanism and spatio-temporal feature mining model using small sample data

Zhicheng He, Gang Tan, Enlin Zhou [...]

Structural Health Monitoring

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Research article

First published 2023-07-02

Wind power regression prediction based on stacked LSTMs with attention mechanisms for evaluating technological improvement effects of wind turbines

Lingxing Kong, Kailong Liu, Deyi Fu [...]

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

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Research article

First published 2025

TPA-net: Temporal pyramid convolution network with attentional BiLSTM for power load forecasting

Mengbo Yang, Donghui Wei

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2026

STF-GT: spatio-temporal fusion graph transformer for vehicle trajectory prediction

Xiaoyang Li, Tao Chen, Lebin Zhao [...]

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

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