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Research on Multi-Port Ship Traffic Prediction Method Based on Spatiotemporal Graph Neural Networks 期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 7, 页码: 18
作者:  Li, Yong;  Li, Zhaoxuan;  Mei, Qiang;  Wang, Peng;  Hu, Wenlong;  Wang, Zhishan;  Xie, Wenxin;  Yang, Yang;  Chen, Yuhaoran
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
spatiotemporal graph neural network  traffic flow prediction  ship big data  AIS  port traffic prediction  
Research on the carbon emissions traceability inventory and multi-horizon prediction of ship carbon emissions: a case study of Tianjin Port 期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 19
作者:  Li, Yong;  Xie, Wenxin;  Yang, Yang;  Mei, Qiang;  Wang, Zhishan;  Li, Zhaoxuan;  Wang, Peng
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
ship pollutant  carbon emissions inventory  Tianjin Port  AIS  transformer  forecast CO2 emissions  
Predicting Human Mobility With Semantic Motivation via Multi-Task Attentional Recurrent Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 5, 页码: 2360-2374
作者:  Feng, Jie;  Li, Yong;  Yang, Zeyu;  Qiu, Qiang;  Jin, Depeng
收藏  |  浏览/下载:26/0  |  提交时间:2022/12/07
Trajectory  Semantics  Predictive models  Task analysis  Recurrent neural networks  Adaptation models  Context modeling  Neural network  attention  human mobility