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Institutional Repository [SANDBOX]
Technical University of Crete
Technical University of Crete
EN
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| URI | http://purl.tuc.gr/dl/dias/71AD85EE-C7B7-442A-8C14-AA66AAC7FF22 | - |
| Identifier | http://www.merl.com/publications/docs/TR2003-140.pdf | - |
| Language | en | - |
| Extent | 4 pages | en |
| Title | Independent Component Analysis (ICA) in the deconvolution of overlapping HPLC aromatic peaks of oil | en |
| Creator | Pasadakis Nikos | en |
| Creator | Πασαδακης Νικος | el |
| Creator | Gaganis Vasileios | en |
| Creator | Γαγανης Βασιλειος | el |
| Creator | Smaragdis, Paris | en |
| Publisher | Mitsubishi Electric Research Laboratories | en |
| Content Summary | Chemometric methods like Principal Component Analysis (PCA) and Evolving Factor Analysis (EFA) have been applied to improve peaks separation, especially in HPLC UV-DAD analysis. In this work, the Independent Component Analysis (ICA) was adopted for the separation of overlapping aromatic peaks and the simultaneous determination of the underlying spectra. The application of the method on middle petroleum fractions showed an improved separation between the aromatic groups compared to the previously used methods. The determined by the ICA method UV spectra of the component groups can be further exploited for the compositional characterization of the aromatic fractions. | en |
| Type of Item | Πλήρης Δημοσίευση σε Συνέδριο | el |
| Type of Item | Conference Full Paper | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-11-01 | - |
| Date of Publication | 2003 | - |
| Subject | ICA | en |
| Subject | Independent Component Analysis | en |
| Bibliographic Citation | N. Pasadakis, V. Gaganis and P. Smaragdis. (2003, Sept.) Independent Component analysis (ICA) in the deconvolution of overlapping HPLC aromatic peaks of oil. Presented at 3rd International Conference, Instrumental Methods of Analysis. Modern Trends. [Online]. Available: http://www.merl.com/publications/docs/TR2003-140.pdf | en |
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