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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
收藏
  |  
浏览/下载:25/0
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提交时间:2022/11/14
multiview clustering
nonnegative matrix factorization
graph mechanism
A differentially private nonnegative matrix factorization for recommender system
期刊论文
Information Sciences, 2022, 卷号: 592, 页码: 21-35
作者:
Ran, Xun
;
Wang, Yong
;
Zhang, Leo Yu
;
Ma, Jun
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  |  
浏览/下载:36/0
  |  
提交时间:2022/04/21
Benchmarking
Collaborative filtering
Economic and social effects
Information services
Large dataset
Matrix algebra
Matrix factorization
Privacy-preserving techniques
Differential privacies
Factorization methods
Filtering problems
Imputation
Non-negativity
Nonnegative matrix factorization
Objective functions
Personalized information services
Polynomial expression
User data
A Novel NMF Guided for Hyperspectral Unmixing From Incomplete and Noisy Data
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:
Dong, Le
;
Lu, Xiaoqiang
;
Liu, Ganchao
;
Yuan, Yuan
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  |  
浏览/下载:43/0
  |  
提交时间:2022/01/18
Image reconstruction
Hyperspectral imaging
Noise measurement
Gaussian noise
Interference
Stability analysis
Sensors
Hyperspectral unmixing (HU)
image reconstruction
nonnegative matrix factorization (NMF)
spatial-spectral information
A deep learning method for repurposing antiviral drugs against new viruses via multi-view nonnegative matrix factorization and its application to SARS-CoV-2
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 1-16
作者:
Su, XR (Su, Xiaorui) [1]
;
Hu, L (Hu, Lun) [1]
;
You, ZH (You, Zhuhong) [2]
;
Hu, PW (Hu, Pengwei) [1]
;
Wang, L (Wang, Lei) [3]
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  |  
浏览/下载:24/0
  |  
提交时间:2022/05/06
SARS-CoV-2
drugrepositioning
constrained multi-view nonnegative matrix factorization
deeplearning
graphconvolutionalnetwork
Spectral-Spatial Joint Sparse NMF for Hyperspectral Unmixing
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2021, 卷号: 59, 期号: 3, 页码: 2391-2402
作者:
Dong, Le
;
Yuan, Yuan
;
Lu, Xiaoqiang
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  |  
浏览/下载:47/0
  |  
提交时间:2021/03/29
Global spatial structure group
local spectral group
nonnegative matrix factorization (NMF)
sparse expression
SpectralSpatial Joint Sparse NMF for Hyperspectral Unmixing
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 3, 页码: 2391-2402
作者:
Dong, Le
;
Yuan, Yuan
;
Lu, Xiaoqiang
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  |  
浏览/下载:48/0
  |  
提交时间:2021/04/19
Global spatial structure group
local spectral group
nonnegative matrix factorization (NMF)
sparse expression
LDGRNMF: LncRNA-disease associations prediction based on graph regularized non-negative matrix factorization
期刊论文
NEUROCOMPUTING, 2021, 卷号: 424, 期号: 2, 页码: 236-245
作者:
Wang, MN (Wang, Mei-Neng)[ 1 ]
;
You, ZH (You, Zhu-Hong)[ 2 ]
;
Wang, L (Wang, Lei)[ 2,3 ]
;
Li, LP (Li, Li-Ping)[ 2 ]
;
Zheng, K (Zheng, Kai)[ 4 ]
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  |  
浏览/下载:60/0
  |  
提交时间:2021/03/05
LncRNA-disease associations
LncRNA-disease similarity
Nonnegative matrix factorization
Graph regularization
A General Joint Matrix Factorization Framework for Data Integration and Its Systematic Algorithmic Exploration
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 9, 页码: 1971-1983
作者:
Zhang, Lihua
;
Zhang, Shihua
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  |  
浏览/下载:23/0
  |  
提交时间:2021/01/14
Sparse matrices
Pattern recognition
Data integration
Prediction algorithms
Data models
Matrix decomposition
Signal processing algorithms
Bioinformatics
data integration
network-regularized constraint
nonnegative matrix factorization (NMF)
pattern recognition
Multi-format speech BioHashing based on spectrogram
期刊论文
Multimedia Tools and Applications, 2020, 卷号: 79, 期号: 33-34, 页码: 24889-24909
作者:
Huang, Yi-bo
;
Wang, Yong
;
Zhang, Qiu-yu
;
Zhang, Wei-zhao
;
Fan, Man-hong
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/11/14
Authentication
Chaotic systems
Discrete cosine transforms
Eigenvalues and eigenfunctions
Factorization
Spectrographs
Authentication algorithm
Nonnegative matrix factorization
Real time performance
Security problems
Speech perception
Strong robustness
Two dimensional discrete cosine transform
Unidirectionality
A Deep Nonnegative Matrix Factorization Approach via Autoencoder for Nonlinear Fault Detection
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 8, 页码: 5042-5052
作者:
Ren, Zelin
;
Zhang, Wensheng
;
Zhang, Zhizhong
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  |  
浏览/下载:67/0
  |  
提交时间:2020/07/06
Kernel
Fault detection
Feature extraction
Matrix decomposition
Neural networks
Informatics
Data-driven fault detection
deep autoencoder
nonlinear industrial process
nonnegative matrix factorization (NMF)
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