A regularized nonnegative canonical polyadic decomposition algorithm with preprocessing for 3D fluorescence spectroscopy

We consider blind source separation in chemical analysis focussing on the 3D fluorescence spectroscopy framework. We present an alternative method to process the Fluorescence Excitation‐Emission Matrices (FEEM): first, a preprocessing is applied to eliminate the Raman and Rayleigh scattering peaks t...

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Vydané v:	Journal of chemometrics Ročník 29; číslo 4; s. 253 - 265
Hlavní autori:	Royer, Jean-Philip, Thirion-Moreau, Nadège, Comon, Pierre, Redon, Roland, Mounier, Stéphane
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Chichester Blackwell Publishing Ltd 01.04.2015 Wiley Subscription Services, Inc Wiley
Predmet:	3D fluorescence spectroscopy Algorithms Chains Chemical analysis Computer Science Computer simulation Decomposition Fluorescence Mathematical analysis nonnegative Canonical Polyadic decomposition nonnegative tensor factorization optimization Preprocessing Regularization Scattering Signal and Image Processing Spectroscopy Spectrum analysis Three dimensional Nway fluorescence FEEM canonical polyadic decomposition Raman tensor Rayleigh
ISSN:	0886-9383, 1099-128X
On-line prístup:	Získať plný text
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