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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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Detalles Bibliográficos
Autores principales: Elreedy, Dina, F. Atiya, Amir, I. Shaheen, Samir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7515147/
https://www.ncbi.nlm.nih.gov/pubmed/33267365
http://dx.doi.org/10.3390/e21070651