Conformity evaluation and L1-norm principal-component analysis of tensor data

2019 ◽  
Author(s):  
Konstantinos Tountas ◽  
Dimitris A. Pados ◽  
Michael J. Medley
Keyword(s):  
Principal Component Analysis ◽  
Principal Component ◽  
Component Analysis ◽  
L1 Norm ◽  
Tensor Data

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

Detection of change by L1-norm principal-component analysis

2020 ◽  
Author(s):  
Ginevra Gallone ◽  
Kavita Varma ◽  
Dimitris A. Pados ◽  
Stefania Colonnese
Keyword(s):  
Principal Component Analysis ◽  
Principal Component ◽  
Component Analysis ◽  
L1 Norm
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