Regularization and Optimization in Model-Based Clustering

Raphael Araujo Sampaio, Joaquim Dias Garcia, Marcus Poggi +1

Due to their conceptual simplicity, k-means algorithm variants have been extensively used for unsupervised cluster analysis. However, one main shortcoming of these algorithms is th…