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Region-Based Active Learning with Hierarchical and Adaptive Region Construction

Learning of classification models in practice often relies on human annotation effort in which humans assign class labels to data instances. As this process can be very time-consuming and costly, finding effective ways to reduce the annotation cost becomes critical for building such models. To solve...

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Bibliografiske detaljer
Udgivet i:Proc SIAM Int Conf Data Min
Main Authors: Luo, Zhipeng, Hauskrecht, Milos
Format: Artigo
Sprog:Inglês
Udgivet: 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6953978/
https://ncbi.nlm.nih.gov/pubmed/31929950
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1137/1.9781611975673.50
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