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科研机构
自动化研究所 [51]
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期刊论文 [29]
学位论文 [13]
会议论文 [9]
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2023 [3]
2022 [2]
2021 [6]
2020 [5]
2019 [2]
2018 [3]
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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
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浏览/下载:2/0
  |  
提交时间:2023/11/17
Affine subspace
low-rank representation
low-rank tensor
multi-view learning
subspace clustering
Learning specific and conserved features of multi-layer networks
期刊论文
INFORMATION SCIENCES, 2023, 卷号: 622, 页码: 930-945
作者:
Wu, Wenming
;
Yang, Tao
;
Ma, Xiaoke
;
Zhang, Wensheng
;
Li, He
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  |  
浏览/下载:17/0
  |  
提交时间:2023/02/22
Multi-layer networks
Matrix factorization
Graph clustering
Joint learning
Visual Superordinate Abstraction for Robust Concept Learning
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 79-91
作者:
Qi Zheng
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浏览/下载:12/0
  |  
提交时间:2023/01/18
Concept learning
visual question answering
weakly-supervised learning
multi-modal learning
curriculum learning
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:14/0
  |  
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:87/0
  |  
提交时间:2021/11/03
Subspace self-representation
Multi-view clustering
Consistency
Diversity
Clustering structure
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
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  |  
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
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
收藏
  |  
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
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