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Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9357-9373
作者:
Tang, Yongqiang
;
Xie, Yuan
;
Zhang, Wensheng
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/17
Affine subspace
low-rank representation
low-rank tensor
multi-view learning
subspace clustering
Robust deep multi-view subspace clustering networks with a correntropy-induced metric
期刊论文
APPLIED INTELLIGENCE, 2022, 页码: 17
作者:
Si, Xiaomeng
;
Yin, Qiyue
;
Zhao, Xiaojie
;
Yao, Li
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  |  
浏览/下载:16/0
  |  
提交时间:2022/06/10
Subspace clustering
Multi-view learning
Deep clustering
Consistency
Diversity
Consistent and diverse multi-View subspace clustering with structure constraint
期刊论文
PATTERN RECOGNITION, 2022, 卷号: 121, 页码: 15
作者:
Si, Xiaomeng
;
Yin, Qiyue
;
Zhao, Xiaojie
;
Yao, Li
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  |  
浏览/下载:107/0
  |  
提交时间:2021/11/03
Subspace self-representation
Multi-view clustering
Consistency
Diversity
Clustering structure
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
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  |  
浏览/下载:29/0
  |  
提交时间:2022/04/01
Multi-view learning
pairwise constraint
semi-supervised clustering
subspace learning
tensor singular value decomposition (t-SVD)
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
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  |  
浏览/下载:59/0
  |  
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
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
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  |  
浏览/下载:45/0
  |  
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 Kernelized Multiview Self-Representation for Subspace Clustering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 868-881
作者:
Xie, Yuan
;
Liu, Jinyan
;
Qu, Yanyun
;
Tao, Dacheng
;
Zhang, Wensheng
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  |  
浏览/下载:54/0
  |  
提交时间:2021/03/29
Tensile stress
Kernel
Manifolds
Optimization
Learning systems
Correlation
Data models
Kernelization
multiview subspace learning
nonlinear subspace clustering
tensor singular value decomposition (t-SVD)
A survey of image clustering: Taxonomy and recent methods
会议论文
Xining, China, July 15-19, 2021
作者:
Liu JX(刘佳鑫)
;
Wang, Dongwei
;
Yu SQ(余思泉)
;
Li, Xueliang
;
Han Z(韩志)
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  |  
浏览/下载:18/0
  |  
提交时间:2021/10/03
Image clustering
autoencoder
subspace clustering
graph convolution network
contrastive learning
Automatic modal parameters identification and uncertainty quantification based on block-bootstrap and multi-stage clustering under ambient excitation
期刊论文
JOURNAL OF LOW FREQUENCY NOISE VIBRATION AND ACTIVE CONTROL, 2021, 卷号: 41, 期号: 2, 页码: 551-565
作者:
Luo, Yongpeng
;
Liu, Yuangui
;
Han, Jianping
;
Liu, Jingliang
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  |  
浏览/下载:11/0
  |  
提交时间:2022/03/01
Automatic modal parameters identification
stochastic subspace identification
uncertainty quantification
block-bootstrap
clustering
stabilization diagram
iCmSC: Incomplete Cross-Modal Subspace Clustering
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 305-317
作者:
Wang QQ(王倩倩)
;
Lian, Huanhuan
;
Sun G(孙干)
;
Gao QX(高全学)
;
Jiao, Licheng
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  |  
浏览/下载:15/0
  |  
提交时间:2020/12/31
Cross-modal subspace clustering
incomplete data
deep canonical correlation analysis
l(1,2)-norm
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