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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
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Continuous Conditional Random Field (Ccrf)  Merging Method  Precipitation Estimation  Spatiotemporal Correlation  
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  
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
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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
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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
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Radar Reflectivity  Rain Processes  Rainfall Estimation  Spatiotemporal Model  
基于Dropout深度网络的两步图像标注算法 期刊论文
计算机科学与探索, 2015, 卷号: 9, 期号: 12, 页码: 1494-1505
Authors:  杨阳;  张文生;  杨雪冰
View  |  Adobe PDF(1781Kb)  |  Favorite  |  View/Download:37/4  |  Submit date:2017/11/20
图像自动标注  深度学习  集成学习  机器学习  
大数据下的PAC-Bayesian学习理论综述 期刊论文
山西大学学报(自然科学版), 2015, 卷号: 38, 期号: 3, 页码: 413-419
Authors:  杨雪冰;  张文生;  杨阳
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Pac-bayesian界  学习理论  贝叶斯学习  大数据