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On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2018, 卷号: 126, 期号: 11, 页码: 1157-1179
作者:  Xie, Yuan;  Tao, Dacheng;  Zhang, Wensheng;  Liu, Yan;  Zhang, Lei;  Qu, Yanyun
收藏  |  浏览/下载：171/0  |  提交时间：2019/12/16
T-svd  Tensor Multi-rank  Multi-view Features  Subspace Clustering  
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
作者:  Tang, Yongqiang;  Yang, Xuebing;  Zhang, Wensheng;  Zhang, Guoping
浏览  |  Adobe PDF(3564Kb)  |  收藏  |  浏览/下载：426/118  |  提交时间：2018/10/10
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
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  
Computational Model Based on Neural Network of Visual Cortex for Human Action Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1427-1440
作者:  Liu, Haihua;  Shu, Na;  Tang, Qiling;  Zhang, Wensheng
收藏  |  浏览/下载：187/0  |  提交时间：2018/10/10
Action Recognition  Classical Receptive Field (Rf)  Spiking Neural Networks (Snns)  Surround Suppression  Visual Cortex  
LEAST ABSOLUTE DEVIATIONS LEARNING OF MULTIPLE TASKS 期刊论文
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2018, 卷号: 14, 期号: 2, 页码: 719-729
作者:  Xue, Wei;  Zhang, Wensheng;  Yu, Gaohang
收藏  |  浏览/下载：230/0  |  提交时间：2019/12/16
Multitask learning  feature selection  least absolute deviations  alternating direction method  l(1) regularization  
Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces 会议论文
, Stockholm, Sweden, July 13-19 2018
作者:  Li HF(李海芳);  Yingce Xia;  Wensheng Zhang
浏览  |  Adobe PDF(173Kb)  |  收藏  |  浏览/下载：265/72  |  提交时间：2019/10/07
Enhancing Knowledge Graph Completion with Positive Unlabeled Learning 会议论文
, Beijing, August 20-24
作者:  Niu, Jinghao;  Sun, Zhengya;  Zhang, Wensheng
浏览  |  Adobe PDF(703Kb)  |  收藏  |  浏览/下载：228/81  |  提交时间：2020/05/08