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A Global-Relationship Dissimilarity Measure for the k-Modes Clustering Algorithm
The k-modes clustering algorithm has been widely used to cluster categorical data. In this paper, we firstly analyzed the k-modes algorithm and its dissimilarity measure. Based on this, we then proposed a novel dissimilarity measure, which is named as GRD. GRD considers not only the relationships be...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Hindawi
2017
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5387825/ https://www.ncbi.nlm.nih.gov/pubmed/28458686 http://dx.doi.org/10.1155/2017/3691316 |