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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:3/0
  |  
提交时间:2023/11/17
Affine subspace
low-rank representation
low-rank tensor
multi-view learning
subspace clustering
Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:
Yuan, Yuan
;
Dong, Le
;
Li, Xuelong
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  |  
浏览/下载:58/0
  |  
提交时间:2022/01/18
Tensors
TV
Hyperspectral imaging
Data models
Task analysis
Optimization
Data mining
Hyperspectral unmixing
low tensor rank
nonlocal similarity
nonnegative tensor factorization (NTF)
Sparse constrained low tensor rank representation framework for hyperspectral unmixing
期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 8
作者:
Dong, Le
;
Yuan, Yuan
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  |  
浏览/下载:47/0
  |  
提交时间:2021/05/07
hyperspectral unmixing
low tensor rank
non-negative tensor factorization
sparse constraint
A survey and systematic assessment of computational methods for drug response prediction
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 1, 页码: 232-246
作者:
Chen, Jinyu
;
Zhang, Louxin
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  |  
浏览/下载:26/0
  |  
提交时间:2021/06/01
Drug response prediction
regression model
low rank matrix factorization based approach
Bayesian inference
deep learning
benchmark
Quick and Accurate False Data Detection in Mobile Crowd Sensing
期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2020, 卷号: 28, 期号: 3, 页码: 1339-1352
作者:
Li, Xiaocan
;
Xie, Kun
;
Wang, Xin
;
Xie, Gaogang
;
Xie, Dongliang
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  |  
浏览/下载:20/0
  |  
提交时间:2020/12/10
Sparse matrices
Sensors
Matrix decomposition
Monitoring
Principal component analysis
Robustness
Wireless sensor networks
Matrix separation
false data detection
mobile crowd sensing
AN ALTERNATING MINIMIZATION METHOD FOR MATRIX COMPLETION PROBLEMS
期刊论文
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES S, 2020, 卷号: 13, 期号: 6, 页码: 1757-1772
作者:
Shen, Yuan
;
Liu, Xin
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  |  
浏览/下载:36/0
  |  
提交时间:2020/05/24
Matrix completion
symmetric low rank product minimization
singular value decomposition
alternating minimization
ADAPTIVE LOW-NONNEGATIVE-RANK APPROXIMATION FOR STATE AGGREGATION OF MARKOV CHAINS
期刊论文
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2020, 卷号: 41, 期号: 1, 页码: 244-278
作者:
Duan, Yaqi
;
Wang, Mengdi
;
Wen, Zaiwen
;
Yuan, Yaxiang
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  |  
浏览/下载:11/0
  |  
提交时间:2020/09/23
Markov chain
state aggregation
nonnegative matrix factorization
atomic norm
proximal alternating linearized minimization
Deep plug-and-play prior for low-rank tensor completion
期刊论文
Neurocomputing, 2020, 卷号: 400, 页码: 137-149
作者:
Zhao XL(赵熙乐)
;
Xu, Wen-Hao
;
Jiang TX(蒋太翔)
;
Wang Y(王尧)
;
Ng, Michael K.
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  |  
浏览/下载:7/0
  |  
提交时间:2020/04/11
Tensor completion
Tensor nuclear norm
Denoising neural network
Alternating direction method of multipliers
Plug-and-play framework
Double robust principal component analysis
期刊论文
Neurocomputing, 2020, 卷号: 391, 页码: 119-128
作者:
Wang QQ(王倩倩)
;
Gao QX(高全学)
;
Sun G(孙干)
;
Ding, Chris
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2020/02/23
Robust principal component analysis
Double
Low-rank representation
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 11, 页码: 7654-7671
作者:
Wang, Kaidong
;
Wang Y(王尧)
;
Zhao XL(赵熙乐)
;
Chan, Jonathan Cheung-Wai
;
Xu ZB(徐宗本)
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2020/12/18
Hyperspectral (HS) image
image fusion
nonlocal tensor decomposition
spatial enhancement
spectral unmixing
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