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Spatio-temporal tree attention network for forecasting traffic flow 期刊论文
NEUROCOMPUTING, 2026, 卷号: 676, 页码: 14
作者:  Li, Haoran;  Lv, Zhiqiang;  Ma, Zhaobin;  Li, Jianbo;  Ma, Xiaolong;  Sun, Dongxin;  Guo, Kangxin;  Liu, Jun
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Traffic flow prediction  Tree attention mechanism  Spatio-temporal features  Intelligent data analysis  
Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2025, 卷号: 316, 页码: 11
作者:  Zeng, Hansheng;  Li, Yuqi;  Niu, Ruize;  Yang, Chuanguang;  Wen, Shiping
收藏  |  浏览/下载：35/0  |  提交时间：2025/06/25
Deep learning  Spatio-temporal prediction  Mamba  Diffusion  
Predicting Vessel Trajectories Using ASTGCN with StemGNN-Derived Correlation Matrix 期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 10, 页码: 20
作者:  Zhang, Ran;  Chen, Xiaohui;  Ye, Lin;  Yu, Wentao;  Zhang, Bing;  Liu, Junnan
收藏  |  浏览/下载：55/0  |  提交时间：2024/12/06
ais  trajectory prediction  attention mechanism  spatio-temporal graph convolution  
STAM: A SpatioTemporal Attention Based Memory for Video Prediction 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 2354-2367
作者:  Chang, Zheng;  Zhang, Xinfeng;  Wang, Shanshe;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：90/0  |  提交时间：2023/12/04
Global spatiotemporal information  spatio temporal receptive field  3D convolutional neural network  spatiotemporal attention  sequence learning  video prediction  
A deep spatio-temporal meta-learning model for urban traffic revitalization index prediction in the COVID-19 pandemic 期刊论文
ADVANCED ENGINEERING INFORMATICS, 2022, 卷号: 53, 页码: 12
作者:  Wang, Yue;  Lv, Zhiqiang;  Sheng, Zhaoyu;  Sun, Haokai;  Zhao, Aite
收藏  |  浏览/下载：79/0  |  提交时间：2022/12/07
Urban computing  Traffic revitalization index prediction  COVID-19pandemic  Meta-learning  Spatio-temporal correlation