no code implementations • 11 Jan 2016 • Young-Min Kim, Julien Velcin, Stéphane Bonnevay, Marian-Andrei Rizoiu
Evolutionary clustering aims at capturing the temporal evolution of clusters.
no code implementations • 24 Sep 2015 • Md. Abul Hasnat, Julien Velcin, Stéphane Bonnevay, Julien Jacques
In this paper, we propose a novel evolutionary clustering method based on the parametric link among Multinomial mixture models.
no code implementations • 9 May 2015 • Md. Abul Hasnat, Julien Velcin, Stéphane Bonnevay, Julien Jacques
In this paper, we study different discrete data clustering methods, which use the Model-Based Clustering (MBC) framework with the Multinomial distribution.