Artificial neural networks for quantification in unresolved capillary electrophoresis peaks

Journal of Separation Science

Volumn 24, Issue 6, 2001, Pages 427-434

  Latorre, Rosa M ^a   Hernández Cassou, Santiago ^a   Saurina, Javier ^a  

^a UNIVERSITY OF BARCELONA   (Spain)

Author keywords

Amino acid derivatives; Artificial neural networks; Capillary electrophoresis; Overlapping peaks; Partial least squares regression

Indexed keywords

AMINO ACIDS; BACKPROPAGATION; ELECTROPHORESIS; FUSED SILICA; TRANSFER FUNCTIONS;

DIODE ARRAY DETECTORS (DAD);

NEURAL NETWORKS;

1,2 NAPHTHOQUINONE DERIVATIVE; AMINO ACID DERIVATIVE;

ARTICLE; ARTIFICIAL NEURAL NETWORK; CAPILLARY ELECTROPHORESIS; CHEMOMETRIC ANALYSIS; CONCENTRATION RESPONSE; CONTROLLED STUDY; MATHEMATICAL COMPUTING; PHASE SEPARATION; PREDICTION; PROTEIN DETERMINATION; QUANTITATIVE ASSAY; REGRESSION ANALYSIS; SPECTROMETRY; THREE DIMENSIONAL IMAGING;

SIGMOIDEA;

EID: 0034849543     PISSN: 16159306     EISSN: None     Source Type: Journal    
DOI: 10.1002/1615-9314(20010601)24:6<427::AID-JSSC427>3.0.CO;2-1     Document Type: Article

References (26)

1. J.T. Smith, Electrophoresis 1997, 18, 2377.
2. F. Cuesta Sánchez, J. Toft, O.M. Kvalheim, D.L. Massart, Anal. Chim. Acta 1995, 314, 131.
3. F. Cuesta Sánchez, B.G.M. Vandeginste, T.M. Hancewicz, D.L. Massart, Anal. Chem. 1997, 69, 1477.
4. T.L. Cecil, R.B. Poe, S.C. Rutan, Anal. Chim. Acta 1991, 250, 137.
5. J.A. Jimena García, J. Giménez Plaza, J.M. Cano Pavón, J. Liq. Chromatogr. 1994, 17, 277.
6. A. de Juan, S.C. Rutan, R. Tauler, D.L. Massart, Chemom. Intell. Lab. Syst. 1998, 40, 19.
7. K. De Braekeleer, A. de Juan, D.L. Massart, J. Chromatogr. A 1999, 832, 67.
8. V. Casal, P.J. Martín-Álvarez, T. Herraiz, Anal. Chim. Acta 1996, 326, 77.
9. A.M. Siouffi, R. Phan-Tan-Luu, J. Chromatogr. A 2000, 892, 75.
10. M.D. Gil García, A. Garrido Frenich, J.L. Martínez Vidal, M. Martinez Calera, A. Muñz de la Pena, F. Salinas, Anal. Chim. Acta 1997, 348, 177.
11. A. Cladera, E. Gómez, J.M. Estela, V. Cerd, J. Chromatogr. Sci. 1992, 30, 453.
12. S. Sentellas, J. Saurina, S. Hernández-Cassou, M.T. Galceran, L. Puignou, Electrophoresis 2001, 22, 71.
13. S. Sentellas, J. Saurina, S. Hernández-Cassou, M.T. Galceran, L. Puignou, J. Chromatogr. A 2001, 909, 259.
14. E. Marengo, M.C. Gennaro, S. Angelino, J. Chromatogr. A 1998, 799, 47.
15. S. Courtois, R. Phan-Tan-Luu, Analysis 1998, 26, 304.
16. M. Farkovà, E. M. Peña-Méndez and J. Havel, J. Chromatogr. A 1999, 848, 365
17. J. Havel, M. Breadmore, M. Macka, P.R. Haddad, J. Chromatogr. A 1999, 850, 345.
18. R. Zhao, G. Xu, B. Yue, H.M. Liebich, Y. Zhang, J. Chromatogr. A 1998, 828, 489.
19. R.M. Latorre, J. Saurina, S. Hernández-Cassou. J. Chromatogr. Sci. 1999, 37, 306.
20. R.M. Latorre, J. Saurina, S. Hernández-Cassou, J. Chromatogr. A 2000, 871, 331.
21. R.M. Latorre, J. Saurina, S. Hernández-Cassou. Electrophoresis 2000, 21, 563.
22. T.B. Blank, S.D. Brown, Anal. Chim. Acta 1993, 277, 273.
23. J. Zupan, J. Gasteiger, Anal. Chim. Acta 1991, 248, 1.
24. J. Zupan, J. Gasteiger, Neural Networks for Chemists: an Introduction, VCH, Weinheim 1993.
25. T.L. Cecil, S. Rutan, Anal. Chem. 1990, 62, 1998.
26. G. Malmquist, R. Danielsson, J. Chromatogr. A 1994, 607, 71.