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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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 |