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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Veröffentlicht in:	Journal of chemometrics Jg. 29; H. 4; S. 253 - 265
Hauptverfasser:	Royer, Jean-Philip, Thirion-Moreau, Nadège, Comon, Pierre, Redon, Roland, Mounier, Stéphane
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Chichester Blackwell Publishing Ltd 01.04.2015 Wiley Subscription Services, Inc Wiley
Schlagworte:	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
Online-Zugang:	Volltext
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