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Active semi-supervised learning for biological data classification

Due to datasets have continuously grown, efforts have been performed in the attempt to solve the problem related to the large amount of unlabeled data in disproportion to the scarcity of labeled data. Another important issue is related to the trade-off between the difficulty in obtaining annotations...

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Detalles Bibliográficos
Autores principales: Camargo, Guilherme, Bugatti, Pedro H., Saito, Priscila T. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7437865/
https://www.ncbi.nlm.nih.gov/pubmed/32813738
http://dx.doi.org/10.1371/journal.pone.0237428