Deconvolution of overlapping HPLC aromatic hydrocarbons peaks using Independent Component Analysis ICA Deconvolution of overlapping HPLC aromatic hydrocarbons peaks using Independent Component Analysis ICA Πλήρης Δημοσίευση σε Συνέδριο Conference Full Paper 2015-11-012003enChemometric 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. http://creativecommons.org/licenses/by/4.0/Advances in Chromatography and ElectrophoresisConferentia Chemometrica Pasadakis Nikos Πασαδακης Νικος Gaganis Vasileios Γαγανης Βασιλειος Smaragdis, Paris Varotsis Nikolaos Βαροτσης Νικολαος ICA Independent Component Analysis