A flexible EM-like clustering algorithm for noisy data

Violeta Roizman, Matthieu Jonckheere, Frédéric Pascal

Though very popular, it is well known that the EM for GMM algorithm suffers from non-Gaussian distribution shapes, outliers and high-dimensionality. In this paper, we design a new…