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A unified view of density-based methods for semi-supervised clustering and classification

Semi-supervised learning is drawing increasing attention in the era of big data, as the gap between the abundance of cheap, automatically collected unlabeled data and the scarcity of labeled data that are laborious and expensive to obtain is dramatically increasing. In this paper, we first introduce...

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Detalles Bibliográficos
Autores principales: Castro Gertrudes, Jadson, Zimek, Arthur, Sander, Jörg, Campello, Ricardo J. G. B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7410108/
https://www.ncbi.nlm.nih.gov/pubmed/32831623
http://dx.doi.org/10.1007/s10618-019-00651-1