Hierarchical clustering algorithm based on partition.
Jiwen Yang · Computer Engineering and Applications Journal · 2007
CURE is a typical clustering algorithm that is designed for the mining of mass data.A new algorithm K-CURE is introduced in this article to improve the CURE based on partition.A method is also described to explain how to choose the occasion of eliminating outlier during clustering.Experiments indicate that the improved algorithm does improve the CURE in both efficiency and effectiveness.