Band Depth based initialization of $k$-Means for functional data clustering

Javier Albert-Smet, Aurora Torrente, Juan Romo

The $k$-Means algorithm is one of the most popular choices for clustering data but is well-known to be sensitive to the initialization process. There is a substantial number of met…