Merging $K$-means with hierarchical clustering for identifying general-shaped groups

Anna D. Peterson, Arka P. Ghosh, Ranjan Maitra

Clustering partitions a dataset such that observations placed together in a group are similar but different from those in other groups. Hierarchical and $K$-means clustering are tw…