TiK-means: $K$-means clustering for skewed groups

Nicholas S. Berry, Ranjan Maitra

The $K$-means algorithm is extended to allow for partitioning of skewed groups. Our algorithm is called TiK-Means and contributes a $K$-means type algorithm that assigns observatio…