An Improved Sampling Strategy for QBC Algorithm and its Application on Gas Sensor Array Signal Processing

Song Yu
Song Yu
Xia Luo
Xia Luo
Zhiyi He
Zhiyi He
Kun Lv
Kun Lv
Debo Shi
Debo Shi

international conference on intelligent control and information processing, 2018.

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Abstract:

This paper presents an improved sampling strategy for query by committee (QBC) algorithm based on inconsistency ranking for gas sensor array signal processing. For the stream-based query, the method measures the differences among the committee members’ vote results of the samples from the unlabeled data pool and picks out only one sample ...More

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