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Simultaneous supervised clustering and feature selection over a graph

In this article, we propose a regression method for simultaneous supervised clustering and feature selection over a given undirected graph, where homogeneous groups or clusters are estimated as well as informative predictors, with each predictor corresponding to one node in the graph and a connectin...

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Autors principals: Shen, Xiaotong, Huang, Hsin-Cheng, Pan, Wei
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2012
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3629856/
https://ncbi.nlm.nih.gov/pubmed/23843673
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/ass038
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