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A Novel Active Learning Regression Framework for Balancing the Exploration-Exploitation Trade-Off

Recently, active learning is considered a promising approach for data acquisition due to the significant cost of the data labeling process in many real world applications, such as natural language processing and image processing. Most active learning methods are merely designed to enhance the learni...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Elreedy, Dina, F. Atiya, Amir, I. Shaheen, Samir
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7515147/
https://ncbi.nlm.nih.gov/pubmed/33267365
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21070651
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