Enhancing the Discrimination Ability of a Gas Sensor Array Based on a Novel Feature Selection and Fusion Framework

Changjian Deng
Changjian Deng
Debo Shi
Debo Shi
Zhiyi He
Zhiyi He

SENSORS, 2018.

Cited by: 0|Views9
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Abstract:

In this paper, a novel feature selection and fusion framework is proposed to enhance the discrimination ability of gas sensor arrays for odor identification. Firstly, we put forward an efficient feature selection method based on the separability and the dissimilarity to determine the feature selection order for each type of feature when i...More

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