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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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Hlavní autoři: Saha, Sriparna, Ekbal, Asif, Alok, Abhay Kumar, Spandana, Rachamadugu
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer International Publishing 2014
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4174553/
https://ncbi.nlm.nih.gov/pubmed/25279282
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/2193-1801-3-465
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