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...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhou, Hongfang, Zhang, Yihui, Liu, Yibin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Research Article
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

Internet

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

Ejemplares similares