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自动化研究所 [6]
沈阳自动化研究所 [3]
兰州理工大学 [1]
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期刊论文 [10]
会议论文 [1]
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2021 [11]
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Tensor-Based Reliable Multiview Similarity Learning for Robust Spectral Clustering on Uncertain Data
期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2021, 卷号: 70, 期号: 3, 页码: 916-930
作者:
Li, Ao
;
Chen, Jiajia
;
Chen, Deyun
;
Yu, Xiaoyang
;
Yuan, Mengke
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2021/11/03
Tensors
Matrix decomposition
Adaptation models
Data models
Probabilistic logic
Learning systems
Image reconstruction
Low-rank approximation
multiview clustering
similarity learning
tensor analysis
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:25/0
  |  
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:53/0
  |  
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
Person Reidentification via Unsupervised Cross-View Metric Learning
期刊论文
IEEE Transactions on Cybernetics, 2021, 卷号: 51, 期号: 4, 页码: 1849-1859
作者:
Feng, Yachuang
;
Yuan, Yuan
;
Lu, Xiaoqiang
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  |  
浏览/下载:22/0
  |  
提交时间:2021/04/13
Metric learning
person reidentification (Re-ID)
unsupervised learning
view-specific mapping
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:36/0
  |  
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)
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
作者:
Tang, Yongqiang
;
Xie, Yuan
;
Yang, Xuebing
;
Niu, Jinghao
;
Zhang, Wensheng
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  |  
浏览/下载:27/0
  |  
提交时间:2021/03/29
Kernel
Time series analysis
Time measurement
Clustering algorithms
Optimization
Task analysis
Time series clustering
multiple kernels clustering
self-paced learning
tensor optimization
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:49/0
  |  
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)
收藏
  |  
浏览/下载:14/0
  |  
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:6/0
  |  
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:10/0
  |  
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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