Open AccessHandle Matrix Rank Deficiency, Noise, and Interferences in 3D Emission–Excitation Matrices: Effective Truncated Singular-Value Decomposition in Chemometrics Applied to the Analysis of Polycyclic Aromatic Compounds
Author(s) -
Merzouk Haouchine,
Coralie Biache,
Catherine Lorgeoux,
Pierre Faure,
Marc Offroy
Publication year - 2022
Publication title -
acs omega
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.779
H-Index - 40
ISSN - 2470-1343
DOI - 10.1021/acsomega.2c02256
Subject(s) - singular value decomposition , chemometrics , rank (graph theory) , matrix (chemical analysis) , matrix decomposition , noise (video) , biological system , computer science , chemistry , algorithm , artificial intelligence , mathematics , physics , machine learning , eigenvalues and eigenvectors , combinatorics , chromatography , quantum mechanics , image (mathematics) , biology