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Gravitational Based Hierarchical Clustering Algorithm

, and . International Journal on Communication, 1 (3): 3 (December 2010)

Abstract

We propose a new gravitational based hierarchical clustering algorithm using kd- tree. kd- tree generates densely populated packets and finds the clusters using gravitational force between the packets. Gravitational based hierarchical clustering results are of high quality and robustness. Our method is effective as well as robust. Our proposed algorithm is tested on synthetic dataset and results are presented.

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