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Spectral Embedded Deep Clustering

We propose a new clustering method based on a deep neural network. Given an unlabeled dataset and the number of clusters, our method directly groups the dataset into the given number of clusters in the original space. We use a conditional discrete probability distribution defined by a deep neural ne...

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Detalles Bibliográficos
Publicado en:Entropy (Basel)
Main Authors: Wada, Yuichiro, Miyamoto, Shugo, Nakagama, Takumi, Andéol, Léo, Kumagai, Wataru, Kanamori, Takafumi
Formato: Artigo
Idioma:Inglês
Publicado: MDPI 2019
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7515324/
https://ncbi.nlm.nih.gov/pubmed/33267508
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21080795
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