Probabilistic $K$-mean with local alignment for clustering and motif discovery in functional data

Marzia A. Cremona, Francesca Chiaromonte

We develop a new method to locally cluster curves and discover functional motifs, i.e.~typical ``shapes'' that may recur several times along and across the curves capturing importa…