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A Novel Artificial Bee Colony Based Clustering Algorithm for Categorical Data

Data with categorical attributes are ubiquitous in the real world. However, existing partitional clustering algorithms for categorical data are prone to fall into local optima. To address this issue, in this paper we propose a novel clustering algorithm, ABC-K-Modes (Artificial Bee Colony clustering...

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Publicado en:PLoS One
Autores principales: Ji, Jinchao, Pang, Wei, Zheng, Yanlin, Wang, Zhe, Ma, Zhiqiang
Formato: Artigo
Lenguaje:Inglês
Publicado: Public Library of Science 2015
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC4439097/
https://ncbi.nlm.nih.gov/pubmed/25993469
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0127125
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