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fi-divergence NMF with biorthogonal regularization for data representation
期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 卷号: 121, 页码: 14
作者:
Yuan, Ruixue
;
Leng, Chengcai
;
Li, Bing
;
Basu, Anup
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
NMF
fi-divergence
Biorthogonal regularization
Clustering
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:29/0
  |  
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:37/0
  |  
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
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
收藏
  |  
浏览/下载:44/0
  |  
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:43/0
  |  
提交时间:2021/04/19
Global spatial structure group
local spectral group
nonnegative matrix factorization (NMF)
sparse expression
Synergy-based Neural Interface for Human Gait Tracking with Deep Learning
期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2021, 卷号: 29, 页码: 2271-2280
作者:
Xiong DZ(熊德臻)
;
Zhang DH(张道辉)
;
Zhao XG(赵新刚)
;
Chu YQ(褚亚奇)
;
Zhao YW(赵忆文)
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/11/21
Muscle synergy
neural interface
EMG
deep learning
gait tracking
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
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:64/0
  |  
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)
Subspace Clustering Constrained Sparse NMF for Hyperspectral Unmixing
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3007-3019
作者:
Lu, Xiaoqiang
;
Dong, Le
;
Yuan, Yuan
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2020/05/20
Hyperspectral unmixing
self-expression
spatial structure
subspace clustering
一种稀疏约束的图正则化非负矩阵光谱解混方法
期刊论文
光谱学与光谱分析, 2019, 卷号: 39, 期号: 4, 页码: 1118-1127
作者:
甘玉泉
;
刘伟华
;
冯向朋
;
于涛
;
胡炳樑
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  |  
浏览/下载:68/0
  |  
提交时间:2019/05/27
高光谱图像
图正则化
稀疏约束
非负矩阵分解
光谱解混
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