中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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西安光学精密机械研... [21]
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Fingerprint terahertz spectroscopy combined with machine learning for multicomponent mixture analysis
期刊论文
OAI收割
Vibrational Spectroscopy, 2023, 卷号: 128
作者:
Yan, Hui
;
Fan, Wen-Hui
;
Qin, Chong
;
Jiang, Xiao-Qiang
;
Zhang, Yu-Ming
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/09/08
Terahertz spectroscopy
Machine learning
Multicomponent mixtures
SMMA
SVR
fi-divergence NMF with biorthogonal regularization for data representation
期刊论文
OAI收割
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:4/0
  |  
提交时间:2023/11/17
NMF
fi-divergence
Biorthogonal regularization
Clustering
Spatial Characterization of Strain Variation in the Profile of Tunnel Structure Using Monitoring Data and Numerical Modeling
期刊论文
OAI收割
JOURNAL OF INFRASTRUCTURE SYSTEMS, 2022, 卷号: 28, 期号: 3
作者:
Tan, Xu-yan
;
Chen, Wei-zhong
;
Du, Bo-wen
;
Yang, Jian-ping
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/08/02
Tunnel
Machine learning
Monitoring
Data analysis
Numerical simulation
Spectral-Spatial Joint Sparse NMF for Hyperspectral Unmixing
期刊论文
OAI收割
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:30/0
  |  
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
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 3, 页码: 2391-2402
作者:
  |  
收藏
  |  
浏览/下载:29/0
  |  
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
OAI收割
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:16/0
  |  
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
OAI收割
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 9, 页码: 1971-1983
作者:
Zhang, Lihua
;
Zhang, Shihua
  |  
收藏
  |  
浏览/下载:47/0
  |  
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
OAI收割
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 8, 页码: 5042-5052
作者:
Ren, Zelin
;
Zhang, Wensheng
;
Zhang, Zhizhong
  |  
收藏
  |  
浏览/下载:33/0
  |  
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
OAI收割
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:36/0
  |  
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
OAI收割
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
  |  
收藏
  |  
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