Ozturk, T.Sayinti, A.Unal, I.2024-09-292024-09-292017978-150906494-6https://doi.org/10.1109/SIU.2017.7960589https://hdl.handle.net/20.500.14619/926325th Signal Processing and Communications Applications Conference, SIU 2017 -- 15 May 2017 through 18 May 2017 -- Antalya -- 128703Nowadays, since the explosive liquids can easily be obtained by mixing simple substances, the electromagnetic methods developed for safety purposes have gained acceleration. In this study; liquids which may be explosive with chemical explosion, combustion and combination, as well as, non-explosive liquids which may be found inside baggages in airports are used to measure electromagnetic responses ranging from 1-50 GHz and complex dielectric permeability coefficients are calculated with commercial software. Explosive and non-explosive liquids are classified a with the help of three different algorithms such as PLS, PCA and K-Means. © 2017 IEEE.trinfo:eu-repo/semantics/closedAccessclassificationdielectric permittivityexplosive liquidmicrowaveConference Object10.1109/SIU.2017.79605892-s2.0-85026296525N/A