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Classification of Volatile Organic Compounds by Differential Mobility Spectrometry Based on Continuity of Alpha Curves
March 15, 2024, 4:43 a.m. | Anton Rauhameri, Angelo Robi\~nos, Osmo Anttalainen, Timo Salpavaara, Jussi Rantala, Veikko Surakka, Pasi Kallio, Antti Vehkaoja, Philipp M\"uller
cs.LG updates on arXiv.org arxiv.org
Abstract: Background: Classification of volatile organic compounds (VOCs) is of interest in many fields. Examples include but are not limited to medicine, detection of explosives, and food quality control. Measurements collected with electronic noses can be used for classification and analysis of VOCs. One type of electronic noses that has seen considerable development in recent years is Differential Mobility Spectrometry (DMS). DMS yields measurements that are visualized as dispersion plots that contain traces, also known as …
abstract alpha analysis and analysis arxiv classification continuity control cs.lg detection differential electronic examples fields food medicine mobility quality type
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