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Learning to Generate Radar Image Sequences Using Two-Stage Generative Adversarial Networks 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2020, 卷号: 17, 期号: 3, 页码: 401-405
Authors:  Zhang, Chenyang;  Yang, Xuebing;  Tang, Yongqiang;  Zhang, Wensheng
Favorite  |  View/Download:21/0  |  Submit date:2020/06/02
Deep learning  extreme precipitation  generative adversarial networks (GANs)  radar image sequences  
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:41/0  |  Submit date:2020/04/07
Ensemble forecasting  label distribution learning  post-processing  domain knowledge  
PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3115-3127
Authors:  Yu, Shaowei;  Yang, Xuebing;  Zhang, Wensheng
View  |  Adobe PDF(1959Kb)  |  Favorite  |  View/Download:67/15  |  Submit date:2020/03/30
Graph convolutional network  Semi-supervised learning  Prior knowledge  Node classification  
Mixture probabilistic model for precipitation ensemble forecasting 期刊论文
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2019, 页码: 19
Authors:  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Kuang, Qiuming
Favorite  |  View/Download:61/0  |  Submit date:2019/12/16
ensemble forecast  post-processing  precipitation  probabilistic forecast  
AMDO: An Over-Sampling Technique for Multi-Class Imbalanced Problems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 卷号: 30, 期号: 9, 页码: 1672-1685
Authors:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
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Multi-class Imbalanced Problems  Over-sampling  Mdo  Mixed-type Data  
Radar and Rain Gauge Merging-Based Precipitation Estimation via Geographical-Temporal Attention Continuous Conditional Random Field 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 9, 页码: 5558-5571
Authors:  Tang, Yongqiang;  Yang, Xuebing;  Zhang, Wensheng;  Zhang, Guoping
View  |  Adobe PDF(3564Kb)  |  Favorite  |  View/Download:130/12  |  Submit date:2018/10/10
Continuous Conditional Random Field (Ccrf)  Merging Method  Precipitation Estimation  Spatiotemporal Correlation  
精准降水估计与预报的机器学习方法研究 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  杨雪冰
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降水估计  降水预报  随机森林  不平衡数据  标签分布学习  
A terrain-based weighted random forests method for radar quantitative precipitation estimation 期刊论文
METEOROLOGICAL APPLICATIONS, 2017, 卷号: 24, 期号: 3, 页码: 404-414
Authors:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
View  |  Adobe PDF(2643Kb)  |  Favorite  |  View/Download:144/25  |  Submit date:2018/04/03
Radar Qpe  Vpr  Rainfall Estimation  Random Forests  
An Effective High Resolution Rainfall Estimation Based on Spatiotemporal Modeling 会议论文
, Seoul,Korea, May 22-24,2017
Authors:  Qiuming Kuang;  Xuebing Yang;  Wensheng Zhang;  Guoping Zhang;  Naixue Xiong
View  |  Adobe PDF(160Kb)  |  Favorite  |  View/Download:231/62  |  Submit date:2017/06/03
Rainfall Estimation System  Spatiotemporal Model  Radar Reflectivity  High Resolution  
Spatiotemporal Modeling and Implementation for Radar-Based Rainfall Estimation 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2016, 卷号: 13, 期号: 11, 页码: 1601-1605
Authors:  Kuang, Qiuming;  Yang, Xuebing;  Zhang, Wensheng;  Zhang, Guoping
View  |  Adobe PDF(18082Kb)  |  Favorite  |  View/Download:175/40  |  Submit date:2017/02/14
Radar Reflectivity  Rain Processes  Rainfall Estimation  Spatiotemporal Model