BOCAZ-BENEVENTI, Gaston, Rosa LATORRE, Marta FARKOVÁ a Josef HAVEL. Artificial neural networks for quantification in unresolved capillary electrophoresis peaks. Analytica Chimica Acta. Amsterdam: Elsevier Science Publishers, 2002, roč. 452, č. 1, s. 47-63. ISSN 0003-2670. |
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@article{400391, author = {BocazandBeneventi, Gaston and Latorre, Rosa and Farková, Marta and Havel, Josef}, article_location = {Amsterdam}, article_number = {1}, keywords = {capillary zone electrophoresis; unresolved peaks; experimental design; normalization; artificial neural networks; quantitation}, language = {eng}, issn = {0003-2670}, journal = {Analytica Chimica Acta}, title = {Artificial neural networks for quantification in unresolved capillary electrophoresis peaks}, volume = {452}, year = {2002} }
TY - JOUR ID - 400391 AU - Bocaz-Beneventi, Gaston - Latorre, Rosa - Farková, Marta - Havel, Josef PY - 2002 TI - Artificial neural networks for quantification in unresolved capillary electrophoresis peaks JF - Analytica Chimica Acta VL - 452 IS - 1 SP - 47 EP - 47 PB - Elsevier Science Publishers SN - 00032670 KW - capillary zone electrophoresis KW - unresolved peaks KW - experimental design KW - normalization KW - artificial neural networks KW - quantitation N2 - The application of the combination of experimental design (ED) and artificial neural networks (ANNs) for the quantification of overlapped peaks in capillary zone electrophoresis is described. When the total separation cannot be achieved by separation techniques, the use of ED-ANN can be a suitable approach. The unstability of EOF causes peak shift that has to be corrected in order to apply ED-ANN methods. In this work, normalization procedure of electropherograms with consequent application of ANNs for quantification purpose was developed. Both, spectra and electropherograms can be used as multivariate data. In general, both kinds of data were found to be suitable for unresolved peaks quantification by ED-ANN approach. ER -
BOCAZ-BENEVENTI, Gaston, Rosa LATORRE, Marta FARKOVÁ a Josef HAVEL. Artificial neural networks for quantification in unresolved capillary electrophoresis peaks. \textit{Analytica Chimica Acta}. Amsterdam: Elsevier Science Publishers, 2002, roč.~452, č.~1, s.~47-63. ISSN~0003-2670.
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