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A Nonparametric Model for Multi-Manifold Clustering with Mixture of Gaussians and Graph Consistency

Multi-manifold clustering is among the most fundamental tasks in signal processing and machine learning. Although the existing multi-manifold clustering methods are quite powerful, learning the cluster number automatically from data is still a challenge. In this paper, a novel unsupervised generativ...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Ye, Xulun, Zhao, Jieyu, Chen, Yu
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7512392/
https://ncbi.nlm.nih.gov/pubmed/33266554
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20110830
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