Center-Based Clustering and Regression Clustering

Center-Based Clustering and Regression Clustering

Bin Zhang (Hewlett-Packard Research Laboratories, USA)
Copyright: © 2005 |Pages: 7
DOI: 10.4018/978-1-59140-557-3.ch026
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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.

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