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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
作者:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
浏览  |  Adobe PDF(627Kb)  |  收藏  |  浏览/下载：430/116  |  提交时间：2018/04/03
Multi-class Imbalanced Problems  Over-sampling  Mdo  Mixed-type Data  
The Twist Tensor Nuclear Norm for Video Completion 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 12, 页码: 2961-2973
作者:  Hu, Wenrui;  Tao, Dacheng;  Zhang, Wensheng;  Xie, Yuan;  Yang, Yehui;  Wensheng Zhang
Adobe PDF(24685Kb)  |  收藏  |  浏览/下载：460/142  |  提交时间：2016/10/22
Low-rank Tensor Estimation (Lrte)  Tensor Multirank  Tensor Nuclear Norm (Tnn)  Twist Tensor  Video Completion  
Temporal Restricted Visual Tracking Via Reverse-Low-Rank Sparse Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 2, 页码: 485-498
作者:  Yang, Yehui;  Hu, Wenrui;  Xie, Yuan;  Zhang, Wensheng;  Zhang, Tianzhu;  Wensheng Zhang
浏览  |  Adobe PDF(4881Kb)  |  收藏  |  浏览/下载：626/283  |  提交时间：2016/10/22
Low-rank  Sparse Representation  Temporal Restriction  Visual Tracking  
Moving Object Detection Using Tensor-Based Low-Rank and Saliently Fused-Sparse Decomposition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 2, 页码: 724-737
作者:  Hu, Wenrui;  Yang, Yehui;  Zhang, Wensheng;  Xie, Yuan
浏览  |  Adobe PDF(13016Kb)  |  收藏  |  浏览/下载：488/195  |  提交时间：2017/09/12
Moving Object Detection  Tensor Nuclear Norm  Tensor Total Variation  Space-time Visual Saliency  
Learning a Coupled Linearized Method in Online Setting 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 2, 页码: 438-450
作者:  Xue, Wei;  Zhang, Wensheng
收藏  |  浏览/下载：222/0  |  提交时间：2017/05/05
Alternating Minimization  Convex Optimization  Linearized Operation  Online Learning  Regret Bound  
Depression Disorder Classification of fMRI Data Using Sparse Low-Rank Functional Brain Network and Graph-Based Features 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2017, 卷号: 2017, 期号: 2017, 页码: 1
作者:  Wang, Xin;  Ren, Yanshuang;  Zhang, Wensheng;  Zhang Wensheng
浏览  |  Adobe PDF(4790Kb)  |  收藏  |  浏览/下载：296/97  |  提交时间：2017/06/20
Depression  Classification  Fmri  Sparse Low-rank  
Weighted Schatten p-Norm Minimization for Image Denoising and Background Subtraction 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 10, 页码: 4842-4857
作者:  Xie, Yuan;  Gu, Shuhang;  Liu, Yan;  Zuo, Wangmeng;  Zhang, Wensheng;  Zhang, Lei;  Yuan Xie
浏览  |  Adobe PDF(7732Kb)  |  收藏  |  浏览/下载：581/226  |  提交时间：2016/10/26
Low Rank  Weighted Schatten P-norm  Low-level Vision  
Removing Turbulence Effect via Hybrid Total Variation and Deformation-Guided Kernel Regression 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 10, 页码: 4943-4958
作者:  Xie, Yuan;  Zhang, Wensheng;  Tao, Dacheng;  Hu, Wenrui;  Qu, Yanyun;  Wang, Hanzi;  Yuan Xie
浏览  |  Adobe PDF(9193Kb)  |  收藏  |  浏览/下载：484/150  |  提交时间：2016/10/22
Image Restoration  Atmospheric Turbulence  Total Variation  Deformation-guided Kernel  
Hyperspectral Image Restoration via Iteratively Regularized Weighted Schatten p-Norm Minimization 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 卷号: 54, 期号: 8, 页码: 4642-4659
作者:  Xie, Yuan;  Qu, Yanyun;  Tao, Dacheng;  Wu, Weiwei;  Yuan, Qiangqiang;  Zhang, Wensheng
浏览  |  Adobe PDF(12005Kb)  |  收藏  |  浏览/下载：443/116  |  提交时间：2016/03/30
Hyperspectral Image (Hsi)  Low-rank Matrix Approximation (Lrma)  Restoration  Weighted Schatten P-norm (Wsn)  
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
作者:  Kuang, Qiuming;  Yang, Xuebing;  Zhang, Wensheng;  Zhang, Guoping
浏览  |  Adobe PDF(18082Kb)  |  收藏  |  浏览/下载：335/90  |  提交时间：2017/02/14
Radar Reflectivity  Rain Processes  Rainfall Estimation  Spatiotemporal Model