Kenji Yamanishi

Clustering Change Sign Detection by Fusing Mixture Complexity

2024 · arXiv (Cornell University)

This paper proposes an early detection method for cluster structural changes. Cluster structure refers to discrete structural characteristics, such as the number of clusters, when data are represented using finite mixture models, such as Gaussian …