QBC-Softmax Algorithm for E-nose Data Processing Based on Different Informativeness Evaluations

Zhivi He
Zhivi He
Kun Lv
Kun Lv
Song Yu
Song Yu
Debo Shi
Debo Shi

ieee advanced information technology electronic and automation control conference, 2018.

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摘要

An electronic nose is an intelligent system for recognizing various gases, which consists of a gas sensor array and patter recognition algorithms. In general, getting a well-performing model requires a large number of labeled samples. However, labeled samples are always difficult, time-consuming or expensive to obtain. In fact, it is far ...更多

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