Agata Krauzewicz - Publications - Bridge of Knowledge

Agata Krauzewicz

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Year 2022

Active Learning Based on Crowdsourced Data
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- Applied Sciences-Basel - Year 2022
The paper proposes a crowdsourcing-based approach for annotated data acquisition and means to support Active Learning training approach. In the proposed solution, aimed at data engineers, the knowledge of the crowd serves as an oracle that is able to judge whether the given sample is informative or not. The proposed solution reduces the amount of work needed to annotate large sets of data. Furthermore, it allows a perpetual increase...

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