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Abstract: Machine learning methods allow to improve estimation quality of gas concentrations by catalytic gas sensors. However ... which helps to reduce the number of the input features taking into ...

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The proposed approach attains better results with 1% higher accuracy by using primary structure as an input, and about 2% higher accuracy by adding one information of protein property, outperforming ...