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New Dynamic Fingerprint in Derivative-Based Phase Space: Rapid Gas Sensing in Seconds

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Many studies have focused on smart electronic noses combining machine learning and gas sensor arrays, but feature extraction for training has generally relied on dimensionality reduction techniques based on raw time-series data. These methods do not reflect th... ...