Outlier-Resistant Data Processing with L1-Norm Principal Component Analysis

2017 ◽  
pp. 121-135
Author(s):  
Panos P. Markopoulos ◽  
Sandipan Kundu ◽  
Shubham Chamadia ◽  
Nicholas Tsagkarakis ◽  
Dimitris A. Pados
Keyword(s):  
Principal Component Analysis ◽  
Data Processing ◽  
Principal Component ◽  
Component Analysis ◽  
L1 Norm

Raman imaging and principal component analysis-based data processing on uranium oxide ceramics

2017 ◽  
Vol 129 ◽  
pp. 260-269 ◽  
Author(s):  
O.A. Maslova ◽  
G. Guimbretière ◽  
M.R. Ammar ◽  
L. Desgranges ◽  
C. Jégou ◽  
...  
Keyword(s):  
Principal Component Analysis ◽  
Data Processing ◽  
Uranium Oxide ◽  
Principal Component ◽  
Component Analysis ◽  
Raman Imaging ◽  
Oxide Ceramics

L1-norm principal-component analysis in L2-norm-reduced-rank data subspaces

2017 ◽  
Author(s):  
Panos P. Markopoulos ◽  
Dimitris A. Pados ◽  
George N. Karystinos ◽  
Michael Langberg
Keyword(s):  
Principal Component Analysis ◽  
Principal Component ◽  
Component Analysis ◽  
L1 Norm ◽  
Reduced Rank ◽  
L2 Norm

Application of principal component analysis in dynamic thermal testing data processing

2008 ◽  
Vol 44 (7) ◽  
pp. 509-516 ◽  
Author(s):  
V. P. Vavilov ◽  
D. A. Nesteruk ◽  
V. V. Shiryaev ◽  
W. Swiderski
Keyword(s):  
Principal Component Analysis ◽  
Data Processing ◽  
Principal Component ◽  
Component Analysis ◽  
Thermal Testing ◽  
Testing Data
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