An Efficient $k$-modes Algorithm for Clustering Categorical Datasets

Karin S. Dorman, Ranjan Maitra

Mining clusters from data is an important endeavor in many applications. The $k$-means method is a popular, efficient, and distribution-free approach for clustering numerical-value…