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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
Component spectra extraction and quantitative analysis for preservative mixtures by combining terahertz spectroscopy and machine learning
期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2022, 卷号: 271
作者:
Yan, Hui
;
Fan, Wenhui
;
Chen, Xu
;
Wang, Hanqi
;
Qin, Chong
收藏
  |  
浏览/下载:96/0
  |  
提交时间:2022/02/09
Preservative mixtures
Terahertz spectroscopy
Machine learning
SVD
NMF
SVR
Muscle Synergy of Lower Limb Motion in Subjects with and without Knee Pathology
期刊论文
DIAGNOSTICS, 2021, 卷号: 11
作者:
Chen, Jingcheng
;
Sun, Yining
;
Sun, Shaoming
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  |  
浏览/下载:56/0
  |  
提交时间:2021/11/01
knee pathology
lower limb motions
surface electromyography
muscle synergy analysis
non-negative matrix factorization
feature selection
Source Apportionment and Toxic Potency of Polycyclic Aromatic Hydrocarbons (PAHs) in the Air of Harbin, a Cold City in Northern China
期刊论文
ATMOSPHERE, 2021, 卷号: 12, 期号: 3, 页码: 13
作者:
Liu, Haitao
;
Li, Bo
;
Qi, Hong
;
Ma, Lixin
;
Xu, Jianzhong
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/06/07
polycyclic aromatic hydrocarbons
atmosphere
source apportionment
toxic potency
Harbin
Total Variation Constrained Non-Negative Matrix Factorization for Medical Image Registration
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1025-1037
作者:
Chengcai Leng
;
Hai Zhang
;
Guorong Cai
;
Zhen Chen
;
Anup Basu
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2021/04/09
Data clustering
dimension reduction
image registration
non-negative matrix factorization (NMF)
total variation (TV)
MULTI-AGENT SOLVER FOR NON-NEGATIVE MATRIX FACTORIZATION BASED ON OPTIMIZATION
期刊论文
KYBERNETIKA, 2021, 卷号: 57, 期号: 1, 页码: 60-77
作者:
Tu, Zhipeng
;
Li, Weijian
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/04/26
distributed optimization
non-negative matrix factorization
multiplicative update rules
multi-agent network
Visual-Tactile Fused Graph Learning for Object Clustering
期刊论文
IEEE Transactions on Cybernetics, 2021, 页码: 1-15
作者:
Zhang T(张涛)
;
Cong Y(丛杨)
;
Sun G(孙干)
;
Dong JH(董家华)
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/08/21
Clustering
graph learning
unsupervised learning
visual-tactile fused sensing
Leveraging maximum entropy and correlation on latent factors for learning representations
期刊论文
NEURAL NETWORKS, 2020, 卷号: 131, 页码: 312-323
作者:
He, Zhicheng
;
Liu, Jie
;
Dang, Kai
;
Zhuang, Fuzhen
;
Huang, Yalou
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2020/12/10
Non-negative Matrix Factorization
Maximum entropy
Correlated latent factor learning
Significant impact of coal combustion on VOCs emissions in winter in a North China rural site
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 720, 页码: 1-7
作者:
Zhang, Fei
;
Shang, Xiaona
;
Chen, Hui
;
Xie, Guangzhao
;
Fu, Yao
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2021/08/31
Volatile organic compounds
Emission ratios
Coal combustion
Source apportionment
OVOCs
SOA formation potential
Source separation and apportionment of surface water pollution in the Luanhe River Basin based on non-negative matrix factorization
期刊论文
WATER SCIENCE AND TECHNOLOGY-WATER SUPPLY, 2019, 卷号: 19, 期号: 7, 页码: 1945-1954
作者:
Leng, Peifang
;
Zhang, Qiuying
;
Li, Fadong
;
Zhang, Yizhang
;
Gu, Congke
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2020/05/19
land use
Luanhe River
NMF
pollution
sources
surface water
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