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Balancing effort and benefit of K-means clustering algorithms in Big Data realms
In this paper we propose a criterion to balance the processing time and the solution quality of k-means cluster algorithms when applied to instances where the number n of objects is big. The majority of the known strategies aimed to improve the performance of k-means algorithms are related to the in...
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| Publicado no: | PLoS One |
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| Main Authors: | , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Public Library of Science
2018
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6124732/ https://ncbi.nlm.nih.gov/pubmed/30183705 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0201874 |
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