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Entropy is a measure of information carried by a signal. It has also been used as a feature for the modeling or classification of signals. In this paper, we investigate the use of entropy for modeling EEG (Electroencephalography) based scent intensity levels. The paper examines three variations of the entropy design (i.e. entropy ratio, entropy difference, and entropy mean) and two other parameters...