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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 2025

A novel adaptive spatio-temporal dual-branch model for traffic flow prediction

Lei Du, Zhiyong Wu, Fengna Ji [...]

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

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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

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 2024-7

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 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 2019-5

Factors Related to Rape Reporting Behavior in Brazil: Examining the Role of Spatio-Temporal Factors

Silas Nogueira de Melo, Eric Beauregard, Martin A. Andresen

Journal of Interpersonal Violence

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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 2025-2

Graph Convolution Network Combining Spatiotemporal Self-Attention and Mutual Information for Pedestrian-Trajectory Prediction

Chungang Hu, Zhuping Zhou, Zhenlin Yue [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-6

Spatio-Temporal Graph Neural Network for Traffic Prediction Based on Adaptive Neighborhood Selection

HuanZhong Sun, XiangHong Tang, JianGuang Lu [...]

Transportation Research Record: Journal of the Transportation Research Board

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