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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...

Ausführliche Beschreibung

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Veröffentlicht in:Data Min Knowl Discov
Hauptverfasser: Castro Gertrudes, Jadson, Zimek, Arthur, Sander, Jörg, Campello, Ricardo J. G. B.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Springer US 2020
Schlagworte:
Online Zugang: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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