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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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Detalhes bibliográficos
Publicado no:Data Min Knowl Discov
Main Authors: Castro Gertrudes, Jadson, Zimek, Arthur, Sander, Jörg, Campello, Ricardo J. G. B.
Formato: Artigo
Idioma:Inglês
Publicado em: Springer US 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7410108/
https://ncbi.nlm.nih.gov/pubmed/32831623
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10618-019-00651-1
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