Active learning through density clustering

Zhi-Heng Zhang
Zhi-Heng Zhang
Yan-Xue Wu
Yan-Xue Wu

Expert Syst. Appl., Volume 85, 2017, Pages 305-317.

Cited by: 42|Bibtex|Views0|Links
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Abstract:

We propose the active learning through density clustering algorithm with three new features.We design a new importance measure to select representative instances deterministically.We employ tri-partition to determine the action to be taken on each instance.The new algorithm generally outperforms state-of-the-art active learning algorithms...More

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