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Meta-path infomax joint structure enhancement for multiplex network representation learning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 275, 页码: 14
Authors:  Yuan, Ruiwen;  Wu, Yajing;  Tang, Yongqiang;  Wang, Junping;  Zhang, Wensheng
Favorite  |  View/Download：6/0  |  Submit date：2023/11/17
Multiplex network  Graph neural network  Network representation learning  Complementary information  Graph structure learning  
SE-GRU: Structure Embedded Gated Recurrent Unit Neural Networks for Temporal Link Prediction 期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 卷号: 9, 期号: 4, 页码: 2495-2509
Authors:  Yin, Yanting;  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Yuan, Xiaojie
Favorite  |  View/Download：165/0  |  Submit date：2022/07/25
Time-frequency analysis  Feature extraction  Predictive models  Optimization  Topology  Measurement  Logic gates  Temporal link prediction  dynamic graphs  graph embedding  neural networks  
Inductive Spatiotemporal Graph Convolutional Networks for Short-term Quantitative Precipitation Forecasting 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 卷号: 0, 期号: 0, 页码: 0
Authors:  Yajing, Wu;  Xuebing, Yang;  Yongqiang, Tang;  Chenyang, Zhang;  Guoping, Zhang;  Wensheng, Zhang
Adobe PDF(10052Kb)  |  Favorite  |  View/Download：151/23  |  Submit date：2022/04/06
Quantitative precipitation forecasting  graph convolutional networks (GCN)  spatiotemporal model  radar-rain gauge data merging  
Classifying Clear Air Echoes via Static and Motion Streams Network 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:  Qu, Yuxun;  Zhang, Chenyang;  Yang, Xuebing;  Wu, Yajing;  Zhang, Wensheng;  Zhang, Guoping
Adobe PDF(2306Kb)  |  Favorite  |  View/Download：151/24  |  Submit date：2022/01/27
Radar  Radar imaging  Atmospheric modeling  Training  Streaming media  Image segmentation  Image sequences  Classification of nonprecipitation echoes  clear air echoes  feature fusion  radar image segmentation  
定量降水机器学习模型与方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  吴雅婧
Adobe PDF(11694Kb)  |  Favorite  |  View/Download：293/45  |  Submit date：2021/06/18
机器学习  定量降水估计  定量降水预报  深度图神经网络  时空图卷 积网络  
Graph Convolutional Regression Networks for Quantitative Precipitation Estimation 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2020, 卷号: 18, 期号: 7, 页码: 1124-1128
Authors:  Yajing Wu;  Yongqiang Tang;  Xuebing Yang;  Wensheng Zhang;  Guoping Zhang
Adobe PDF(6549Kb)  |  Favorite  |  View/Download：125/16  |  Submit date：2021/06/17
graph convolutional networks  precipitation estimation  
Label distribution learning with climate probability for ensemble forecasting 期刊论文
INTELLIGENT DATA ANALYSIS, 2020, 卷号: 24, 期号: 1, 页码: 69-82
Authors:  Yang, Xuebing;  Wu, Yajing;  Zhang, Wensheng;  Tang, Wei
Favorite  |  View/Download：173/0  |  Submit date：2020/04/07
Ensemble forecasting  label distribution learning  post-processing  domain knowledge  
Mixture probabilistic model for precipitation ensemble forecasting 期刊论文
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2019, 卷号: 145, 期号: 725, 页码: 19
Authors:  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Kuang, Qiuming
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ensemble forecast  post-processing  precipitation  probabilistic forecast