Mixture Complexity and Its Application to Gradual Clustering Change Detection

Shunki Kyoya, Kenji Yamanishi

In model-based clustering using finite mixture models, it is a significant challenge to determine the number of clusters (cluster size). It used to be equal to the number of mixtur…