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Fast Constrained Spectral Clustering and Cluster Ensemble with Random Projection

Constrained spectral clustering (CSC) method can greatly improve the clustering accuracy with the incorporation of constraint information into spectral clustering and thus has been paid academic attention widely. In this paper, we propose a fast CSC algorithm via encoding landmark-based graph constr...

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Detalles Bibliográficos
Autores principales: Liu, Wenfen, Ye, Mao, Wei, Jianghong, Hu, Xuexian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5632995/
https://www.ncbi.nlm.nih.gov/pubmed/29312447
http://dx.doi.org/10.1155/2017/2658707