Multilevel Hierarchical Kernel Spectral Clustering for Real-Life Large Scale Complex Networks

Kernel spectral clustering corresponds to a weighted kernel principal component analysis problem in a constrained optimization framework. The primal formulation leads to an eigen-decomposition of a centered Laplacian matrix at the dual level. The dual formulation allows to build a model on a represe...

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Detalles Bibliográficos
Autores principales: Mall, Raghvendra, Langone, Rocco, Suykens, Johan A. K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4065034/
https://www.ncbi.nlm.nih.gov/pubmed/24949877
http://dx.doi.org/10.1371/journal.pone.0099966

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4065034/
https://www.ncbi.nlm.nih.gov/pubmed/24949877
http://dx.doi.org/10.1371/journal.pone.0099966

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