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Feature selection and semi-supervised clustering using multiobjective optimization

In this paper we have coupled feature selection problem with semi-supervised clustering. Semi-supervised clustering utilizes the information of unsupervised and supervised learning in order to overcome the problems related to them. But in general all the features present in the data set may not be i...

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Detalles Bibliográficos
Autores principales: Saha, Sriparna, Ekbal, Asif, Alok, Abhay Kumar, Spandana, Rachamadugu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4174553/
https://www.ncbi.nlm.nih.gov/pubmed/25279282
http://dx.doi.org/10.1186/2193-1801-3-465