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Author/Affiliation: Panida LorwongtrakoolOpen AccessArticle
7 Pages, 680 KB 
Correlation-Based Incremental Learning Network for Gas Sensors Drift Compensation Classification
Abstract:
A gas sensor array is used for gas analysis to aid in an inspection. The signals from the sensor array are fed into machine learning models for learning and classification. These signals are characterized by time series fluctuating according to the environment or drift. When an unseen pattern is entered, the classification may be incorrect,…
Read More(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Interdisciplinary Applications of Computer Science (CSI))