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Tensor Multi-Elastic Kernel Self-Paced Learning for Time Series Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 1223-1237
Authors:  Tang, Yongqiang;  Xie, Yuan;  Yang, Xuebing;  Niu, Jinghao;  Zhang, Wensheng
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Kernel  Time series analysis  Time measurement  Clustering algorithms  Optimization  Task analysis  Time series clustering  multiple kernels clustering  self-paced learning  tensor optimization  
Consistent scale normalization for object perception 期刊论文
APPLIED INTELLIGENCE, 2021, 期号: 0, 页码: 0
Authors:  Zewen He;  He Huang;  Yudong Wu;  Xuebing Yang;  Wensheng Zhang
Adobe PDF(3338Kb)  |  Favorite  |  View/Download:11/0  |  Submit date:2021/03/01
Object detection  Scale variation  Scale normalization  Feature Pyramid Network (FPN)  
Improving Domain-adaptive Person Re-identification by Dual-alignment Learning with Camera-aware Image Generation 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2020, 期号: Early Access, 页码: 1 - 1
Authors:  Chenyang Zhang;  Yongqiang Tang;  Zhizhong Zhang;  Ding Li;  Xuebing Yang;  Wensheng Zhang
Adobe PDF(7184Kb)  |  Favorite  |  View/Download:4/0  |  Submit date:2021/06/23
Person Re-identification  Convolutional Neural Networks  Generative Adversarial Networks  Mutual Information  
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
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graph convolutional networks  precipitation estimation  
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
Adobe PDF(2861Kb)  |  Favorite  |  View/Download:34/0  |  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:68/0  |  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
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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, 卷号: 145, 期号: 725, 页码: 19
Authors:  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Kuang, Qiuming
Adobe PDF(4238Kb)  |  Favorite  |  View/Download:87/0  |  Submit date:2019/12/16
ensemble forecast  post-processing  precipitation  probabilistic forecast  
气象大数据超短临精准降水机器学习与典型应用 期刊论文
农业大数据学报, 2019, 卷号: 1, 期号: 1, 页码: 78-87
Authors:  张晨阳;  杨雪冰;  张文生
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气象大数据  定量降水估计  随机森林  机器学习  天气雷达  
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