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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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Detalles Bibliográficos
Autores principales: Ye, Xulun, Zhao, Jieyu, Chen, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512392/
https://www.ncbi.nlm.nih.gov/pubmed/33266554
http://dx.doi.org/10.3390/e20110830