研究论文
Spatio-temporal fusion graph convolutional network for traffic flow forecasting
Ying Ma, Haijie Lou, Ming Yan, Fanghui Sun, Guoqi Li
Harbin Institute of Technology Xiamen University of Technology Agency for Science, Technology and Research Chinese Academy of Sciences
来源Information Fusion
年份2023
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94
被引次数 · OpenAlex
11.23
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同类平均 = 1
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学术脉络
学科主题
工程Traffic Prediction and Management Techniques
Advanced Graph Neural Networks · Traffic control and management
参考文献 46
Vector Autoregressive Models for Multivariate Time Series
被引 343Eric W. Zivot, Jiahui Wang · Springer eBooks · 2003
A tutorial on support vector regression
被引 13,406Alex J. Smola, Bernhard Schölkopf · Statistics and Computing · 2004
Long short-term memory neural network for traffic speed prediction using remote microwave sensor data
被引 2,195Xiaolei Ma, Zhimin Tao, Yinhai Wang · Transportation Research Part C Emerging Technologies · 2015
此处列出前 3 条
引用本文 94
MST-GAT: A multi-perspective spatial-temporal graph attention network for multi-sensor equipment remaining useful life prediction
被引 77Liang Zhou, Huawei Wang · Information Fusion · 2024
Spatio-temporal prediction using graph neural networks: A survey
被引 50Vincenzo Capone, Angelo Casolaro, Francesco Camastra · Neurocomputing · 2025
ST-MambaSync: Complement the power of Mamba and Transformer fusion for less computational cost in spatial–temporal traffic forecasting
被引 33Zhiqi Shao, Ze Wang, Xusheng Yao · Information Fusion · 2024
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