Flexible Bivariate Beta Mixture Model: A Probabilistic Approach for Clustering Complex Data Structures

Yung-Peng Hsu, Hung-Hsuan Chen

Clustering is essential in data analysis and machine learning, but traditional algorithms like $k$-means and Gaussian Mixture Models (GMM) often fail with nonconvex clusters. To ad…