Sage Journals: Discover world-class research

Open access

Research article

First published 2024-7

TVGCN: Time-varying graph convolutional networks for multivariate and multifeature spatiotemporal series prediction

Feiyan Sun, Wenning Hao, Ao Zou [...]

Science Progress

Retricted access

Research article

First published 2021-7

Novelty detection of cable-stayed bridges based on cable force correlation exploration using spatiotemporal graph convolutional networks

Shunlong Li, Jin Niu, Zhonglong Li

Structural Health Monitoring

Retricted access

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

Retricted access

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

Retricted access

Research article

First published 2025-7

Attention-Based Spatiotemporal Adaptive Graph Diffusion Convolutional Network For Traffic Flow Prediction

Qiansong He, Dawen Xia, Jianjun Li [...]

Transportation Research Record: Journal of the Transportation Research Board

Retricted access

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

Retricted access

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

Retricted access

Research article

First published 2025

ASISTGCRN: A novel approach to traffic prediction using attention-based spatiotemporal graph networks

Fengjing Cai, Yue Wang, Wanghua Yu [...]

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

Retricted access

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

Retricted access

Research article

First published 2025

Exploring and Evaluating Deep Learning Techniques for Traffic Prediction in Urban Environments

Siddhant Buchade, Gopal Sakarkar

Transportation Research Record: Journal of the Transportation Research Board

Search results