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Constrained Tensor Representation Learning for Multi-View Semi-Supervised Subspace Clustering 期刊论文
IEEE Transactions on Multimedia, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:  Yongqiang, Tang;  Yuan, Xie;  Chenyang, Zhang;  Wensheng, Zhang
Adobe PDF(8530Kb)  |  收藏  |  浏览/下载：214/39  |  提交时间：2022/04/01
Multi-view learning  pairwise constraint  semi-supervised clustering  subspace learning  tensor singular value decomposition (t-SVD)  
Joint Sparse Locality-Aware Regression for Robust Discriminative Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
作者:  Hu, Liangchen;  Zhang, Wensheng;  Dai, Zhenlei
收藏  |  浏览/下载：161/0  |  提交时间：2022/02/16
Feature selection and extraction  joint L-2,L-1-norms sparsity  locality-aware graph learning  marginal representation learning  
One-Step Multiview Subspace Segmentation via Joint Skinny Tensor Learning and Latent Clustering 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 15
作者:  Tang, Yongqiang;  Xie, Yuan;  Zhang, Changqing;  Zhang, Zhizhong;  Zhang, Wensheng
收藏  |  浏览/下载：170/0  |  提交时间：2022/01/27
Tensors  Optimization  Clustering methods  Computational modeling  Clustering algorithms  Semantics  Matrix decomposition  Multiview clustering  multiview representations  subspace clustering  tensor singular value decomposition (t-SVD)  
Robust Collaborative Learning of Patch-Level and Image-Level Annotations for Diabetic Retinopathy Grading From Fundus Image 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 11
作者:  Yang, Yehui;  Shang, Fangxin;  Wu, Binghong;  Yang, Dalu;  Wang, Lei;  Xu, Yanwu;  Zhang, Wensheng;  Zhang, Tianzhu
收藏  |  浏览/下载：162/0  |  提交时间：2022/01/27
Lesions  Annotations  Generators  Feature extraction  Image segmentation  Retinopathy  Diabetes  Collaborative learning  convolutional neural networks (CNNs)  diabetic retinopathy (DR)  fundus image  
Composition-driven symptom phrase recognition for Chinese medical consultation corpora 期刊论文
BMC Medical Informatics and Decision Making, 2021, 卷号: 21, 期号: 1
作者:  Gu,Xuan;  Sun,Zhengya;  Zhang,Wensheng
收藏  |  浏览/下载：195/0  |  提交时间：2022/01/27
Symptom phrase recognition  Named entity recognition  Medical consultation  Composition driven  
Quality-Related Fault Diagnosis Based on k-Nearest Neighbor Rule for Non-Linear Industrial Processes 期刊论文
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2021, 卷号: 17, 期号: 11, 页码: 1-14
作者:  Ren, Zelin;  Tang, Yongqiang;  Zhang, Wensheng
Adobe PDF(1256Kb)  |  收藏  |  浏览/下载：297/58  |  提交时间：2021/12/28
fault detection  fault diagnosis  quality-related  non-linear industrial process  k-nearest neighbor rule  
A Sharding Scheme-Based Many-Objective Optimization Algorithm for Enhancing Security in Blockchain-Enabled Industrial Internet of Things 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 11, 页码: 7650-7658
作者:  Cai, Xingjuan;  Geng, Shaojin;  Zhang, Jingbo;  Wu, Di;  Cui, Zhihua;  Zhang, Wensheng;  Chen, Jinjun
收藏  |  浏览/下载：174/0  |  提交时间：2021/12/28
Blockchain  Industrial Internet of Things  Throughput  Optimization  Scalability  Load modeling  Delays  Blockchain  industrial Internet of Things (IIoT)  many-objective optimization algorithm  privacy preservation  scalability  security  
Multi-objective evolutionary 3D face reconstruction based on improved encoder-decoder network 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 581, 页码: 233-248
作者:  Cai, Xingjuan;  Cao, Yihao;  Ren, Yeqing;  Cui, Zhihua;  Zhang, Wensheng
收藏  |  浏览/下载：171/0  |  提交时间：2021/12/28
3D face reconstruction  Multi-objective evolutionary  Regularization algorithm  Computer vision  
Joint Deep Multi-View Learning for Image Clustering 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 11, 页码: 3594-3606
作者:  Xie, Yuan;  Lin, Bingqian;  Qu, Yanyun;  Li, Cuihua;  Zhang, Wensheng;  Ma, Lizhuang;  Wen, Yonggang;  Tao, Dacheng
收藏  |  浏览/下载：207/0  |  提交时间：2021/11/03
Clustering methods  Feature extraction  Electronic mail  Correlation  Learning systems  Clustering algorithms  Machine learning  Multi-view clustering  deep learning  multi-view fusion  
A New Subspace Clustering Strategy for AI-Based Data Analysis in IoT System 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 16, 页码: 12540-12549
作者:  Cui, Zhihua;  Jing, Xuechun;  Zhao, Peng;  Zhang, Wensheng;  Chen, Jinjun
收藏  |  浏览/下载：197/0  |  提交时间：2021/11/02
Sparse matrices  Internet of Things  Clustering algorithms  Correlation  Artificial intelligence  Servers  Hyperspectral imaging  Close neighbors  data analysis  hyperspectral images (HSIs)  Internet of Things (IoT)  subspace clustering