Center-Based Clustering and Regression Clustering

Abstract

Center-based clustering algorithms are generalized to more complex model-based, especially regression-model-based, clustering algorithms. This article briefly reviews three center-based clustering algorithms—K-Means, EM, and K-Harmonic Means—and their generalizations to regression clustering algorithms. More details can be found in the referenced publications.