Robust K-means Clustering using the Density Power Divergence Measure

Anirban Mondal, Paromita Banerjee, Abhijit Mandal

We introduce a robust clustering method, MK-means DPD, that estimates cluster centers and covariance matrices using density power divergence (DPD) measures combined with Mahalanobi…