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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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Bibliografische gegevens
Hoofdauteurs: Mall, Raghvendra, Langone, Rocco, Suykens, Johan A. K.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Public Library of Science 2014
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4065034/
https://ncbi.nlm.nih.gov/pubmed/24949877
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0099966
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