Prediction of flame ionization detector response factors using an artificial neural network

Journal of Chromatography A

Volumn 825, Issue 2, 1998, Pages 161-169

  Jalali Heravi, M ^a   Fatemi, M H ^a  

^a SHARIF UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Detection, GC; Flame ionization detection; Neural networks, artificial; Regression models; Response factors

Indexed keywords

FORECASTING; IONIZATION; LIQUID CHROMATOGRAPHY; MATHEMATICAL MODELS; NEURAL NETWORKS; ORGANIC COMPOUNDS; REGRESSION ANALYSIS;

CHROMATOGRAPHIC RETENTION INDEX; FLAME IONIZATION DETECTOR; MICELLAR LIQUID CHROMATOGRAPHY; QUANTITATIVE STRUCTURE ACTIVITY RELATIONSHIP; REGRESSION MODELS; RESPONSE FACTORS; SELECTIVITY COEFFICIENT;

GAS CHROMATOGRAPHY;

ORGANIC COMPOUND;

ARTICLE; ARTIFICIAL NEURAL NETWORK; GAS CHROMATOGRAPHY; MODEL; PREDICTION; PRIORITY JOURNAL; REGRESSION ANALYSIS;

EID: 0032491525     PISSN: 00219673     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0021-9673(98)00687-6     Document Type: Article

References (22)

1. Hopke P.K., Song X. Anal. Chim. Acta. 348:1997;375.
2. Liu H., Cao X.W., Xu R.J., Chen N.Y. Anal. Chim. Acta. 342:1997;223.
3. Junson S.R., Sutter J.M., Engelhart H.L., Jurs P.C., White J., Kauer J.S. Anal. Chem. 69:1997;4641.
4. Majcen N., Rajer-Kanduc K., Novic M., Zupan J. Anal. Chem. 67:1995;2154.
5. Chan H., Butler A., Falck D.M., Freund M.S. Anal. Chem. 69:1997;2373.
6. Zhang L., Jiang J.H., Liu P., Liang Y.Z., Yu R.Q. Anal. Chim. Acta. 344:1997;29.
7. Anker S.L., Jurs C.P. Anal. Chem. 64:1992;1157.
8. Jimenz O., Benito I., Marina M.L. Anal. Chim. Acta. 353:1997;367.
9. Metting H.J., Coenegracht P.M.J. J. Chromatogr. A. 728:1996;47.
10. Peterson K.L. Anal. Chem. 64:1992;379.
11. Katritzky A.R., Gordeeva E.V. J. Chem. Inf. Comput. Sci. 33:1993;835.
12. Katritzky A.R., Ignatchenko E.S., Barcock R.A., Lobanov V.S., Karelson M. Anal. Chem. 66:1994;1799.
13. Xing W.L., He X.W. Anal. Chim. Acta. 349:1997;283.
14. Long J.R., Gregoriou V.G., Gemperline P.J. Anal. Chem. 62:1990;1791.
15. Long J.R., Mayfield H.T., Henley M.V., Kroman P.R. Anal. Chem. 63:1991;1256.
16. A.S. Pandya, R.B. Macy, in: C++, IEEE, CRC Press, Boca Raton, FL, 1996, Ch. 4.
17. R.A. Aliev, R.M. Vahidov, R.R. Aliev, Artificial Neural Networks: Theory and Practice, Tabriz University Press, Tabriz 1993, Ch. 5.
18. O.R. Anino, R. Villalobos, Process Gas Chromatography, Instrument Society of America, NC, 1992, Ch. 9.
19. R.L. Grob, Modern Practice of Gas Chromatography, Wiley, New York, 3rd ed., 1995, Ch. 5.
20. J.J.P. Stewart, MOPAC, A Semiempirical Molecular Orbital Program, QCPE 455(1983); Version 6 (1990).
21. N. Draper, H. Smith, Applied Regression Analysis, Wiley-Interscience, New York, 2nd ed., 1981, p. 307.
22. Blank T.B., Brown S.T. Anal. Chem. 65:1993;3084.