Independent component analysis as a pretreatment method for parallel factor analysis to eliminate artefacts from multiway data

Analytica Chimica Acta

Volumn 589, Issue 2, 2007, Pages 216-224

  Bouveresse, Delphine Jouan Rimbaud ^a   Benabid, Hamida ^a,b   Rutledge, Douglas N ^a  

^a AGROPARISTECH   (France)

^b Universite Mentouri Constantine   (Algeria)

Author keywords

3D Fluorescence; Excitation emission matrix; Independent component analysis; Parallel factor analysis; Rayleigh and Raman scattering

Indexed keywords

DATA REDUCTION; ELECTRIC EXCITATION; FLUORESCENCE; MATHEMATICAL MODELS; RAMAN SCATTERING; RAYLEIGH SCATTERING;

3D-FLUORESCENCE; EXCITATION EMISSION MATRIX; PARALLEL FACTOR ANALYSIS (PARAFAC); UNFOLDED CUBIC ARRAYS;

INDEPENDENT COMPONENT ANALYSIS;

OLIVE OIL;

ARTICLE; ARTIFACT; EMISSION FLUORESCENCE; EXCITATION FLUORESCENCE; FACTORIAL ANALYSIS; FIELD EMISSION; FLUORESCENCE; FLUORESCENCE ANALYSIS; FLUORESCENCE SPECTROSCOPY; INDEPENDENT COMPONENT ANALYSIS; LIGHT SCATTERING; PRIORITY JOURNAL; RAMAN SCATTERING; RAYLEIGH SCATTERING; SEPARATION TECHNIQUE; SPECTRAL SENSITIVITY; SPECTRUM;

EID: 34047108797     PISSN: 00032670     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aca.2007.02.061     Document Type: Article

References (19)

1. Bro R. Chemometrics Intell. Lab. Syst. 38 (1997) 149
2. R. Bro, "Multiway analysis in the food industry. Models, Algorithms and Applications", Ph.D. Thesis, University of Amsterdam, 1998.
3. Lakowicz J.R. Principles of Fluorescence Spectroscopy. second ed. 698 (1999), Kluwer Academic/Plenum Publishers, New York pp. 39-40
4. Ingle Jr. J.D., and Crouch S.R. Spectrochemical Analysis 590 (1988), Prentice Hall, New Jersey pp. 462-463
5. Engelen S., Frosch Møller S., and Hubert M. Chemometrics Intell. Lab. Syst. 86 1 (2007) 35-51
6. Rinnan A., Booksh K.S., and Bro R. Anal. Chim. Acta 537 (2005) 349
7. Krishnaveni V., Jayaraman S., Manoj Kumar P.M., Shivakumar K., and Ramadoss K. Meas. Sci. Rev. 5 2 (2005) 67
8. Mozaffar S., and Petr D.W. Artifact extraction from EEG data using independent component analysis. Technical Report, Information and Telecommunication Technology Center (2002), The University of Kansas
9. A. Hyvärinen, E. Oja, "Independent Component Analysis: A Tutorial", 1999, from http://www.cis.hut.fi/projects/ica/.
10. de Lathauwer L., De Moor B., and Vandewalle J. J. Chemometrics 14 (2000) 123
11. Yamaguchi T., and Itoh K. Opt. Commun. 178 (2000) 59
12. Stone J.V. Trends Cogn. Sci. 6 2 (2002) 59
13. Hyvärinen A., and Oja E. Neural Comput. 9 (1997) 1483
14. Cardoso J.-F. Neural Comput. 11 1 (1999) 157
15. Murillo-Fuentes J.J., Boloix-Tortosa R., and Gonzalez-Serrano F.J. Initialized Jacobi optimization in independent component analysis. Fourth International Symposium on Independent Component Analysis and Blind Signal Separation (ICA2003). Nara, Japan (2003 April) 1053-1058
16. In: Harwood J., and Aparicio R. (Eds). Handbook of Olive Oil-Analysis and Properties (2000), An Aspen Publication
17. Wold J.P. Spectrosc. Eur. 18 5 (2006) 8
18. Andersson C.A., and Bro R. Chemometrics Intell. Lab. Syst. 52 1 (2000) 1-4. http://www.models.kvl.dk/source/nwaytoolbox/ downloadable from http://www.models.kvl.dk/source/nwaytoolbox/
19. Bro R., and Kiers H.A.L. J. Chemometrics 17 (2003) 274