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自动化研究所 [6]
西安交通大学 [2]
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武汉轻工大学 [1]
复旦大学上海医学院 [1]
天津大学 [1]
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期刊论文 [13]
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Semisupervised Progressive Representation Learning for Deep Multiview Clustering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Chen, Rui
;
Tang, Yongqiang
;
Xie, Yuan
;
Feng, Wenlong
;
Zhang, Wensheng
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  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Representation learning
Training
Data models
Task analysis
Complexity theory
Semisupervised learning
Optimization
Deep clustering
multiview clustering
progressive sample learning
semisupervised learning
Multiview clustering via nonnegative matrix factorization based on graph agreement
期刊论文
JOURNAL OF ELECTRONIC IMAGING, 2022, 卷号: 31, 期号: 4, 页码: 18
作者:
Zhang, Chengfeng
;
Fu, Wenjun
;
Wang, Guanglong
;
Shi, Lei
;
Meng, Xiangzhu
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  |  
浏览/下载:13/0
  |  
提交时间:2022/11/14
multiview clustering
nonnegative matrix factorization
graph mechanism
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
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:38/0
  |  
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: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)
Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 572-586
作者:
Xie, Yuan
;
Zhang, Wensheng
;
Qu, Yanyun
;
Dai, Longquan
;
Tao, Dacheng
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  |  
浏览/下载:50/0
  |  
提交时间:2020/03/30
Tensile stress
Manifolds
Encoding
Laplace equations
Semisupervised learning
Correlation
Optimization
Manifold regularization
multilinear
multiview features
nonlinear subspace clustering
tensor singular-value decomposition (t-SVD)
Multi-view spectral clustering via partial sum minimisation of singular values
期刊论文
ELECTRONICS LETTERS, 2019, 卷号: 55, 页码: 314-315
作者:
Zhai, Ling
;
Zhu, Jihua
;
Zheng, Qinghai
;
Pang, Shanmin
;
Li, Zhongyu
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浏览/下载:33/0
  |  
提交时间:2019/11/19
singular values
pattern clustering
graph theory
single view
common normalised graph Laplacian
low rank
sparse matrices
augmented Lagrangian multiplier algorithm
common Laplacian
robust multiview spectral clustering approach
partial sum minimisation
low-rank Laplacian
multiview clustering results
matrix decomposition
optimisation
Graph Structure Fusion for Multiview Clustering
期刊论文
IEEE Transactions on Knowledge and Data Engineering, 2019, 卷号: Vol.31 No.10, 页码: 1984-1993
作者:
Zhan, K.a
;
Niu, C.b
;
Chen, C.c
;
Nie, F.d
;
Zhang, C.e
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  |  
浏览/下载:19/0
  |  
提交时间:2019/11/21
Linear programming
Learning systems
Laplace equations
Clustering algorithms
Kernel
Clustering methods
Indexes
Unsupervised learning
multiview clustering
feature extraction
multiview learning
structured graph
Multiview Spectral Clustering via Structured Low-Rank Matrix Factorization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 页码: 4833-4843
作者:
Wang, Yang
;
Wu, Lin
;
Lin, Xuemin
;
Gao, Junbin
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/02
Iterative multiview clustering agreement
low-rank matrix factorization
low-rank representation (LRR)
multiview spectral clustering
Unsupervised Multiview Nonnegative Correlated Feature Learning for Data Clustering
期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2018, 卷号: 25, 页码: 60-64
作者:
Zhao, Liang
;
Chen, Zhikui
;
Wang, Z. Jane
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Correlated feature learning
data clustering
multiview data
unsupervised learning
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