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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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Vydáno v:Entropy (Basel)
Hlavní autoři: Elreedy, Dina, F. Atiya, Amir, I. Shaheen, Samir
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2019
Témata:
On-line přístup: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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