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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2018
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6124732/ https://www.ncbi.nlm.nih.gov/pubmed/30183705 http://dx.doi.org/10.1371/journal.pone.0201874 |