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Agglo-Divisive Approach of Clustering


Archana Singh, Avantika Yadav


Vol. 14  No. 12  pp. 95-101


Clustering is the process of grouping the objects based on some similarity measure. In hierarchical clustering, the objects can be clustered on the basis of single linkage, average linkage or complete linkage. In this paper we have proposed a hybrid approach of clustering based on AGNES and DIANA clustering algorithms, an extension to the standard hierarchical clustering algorithm. In the proposed algorithm, we have used single linkage as a similarity measure. The proposed clustering algorithm provides more consistent clustered results from various sets of cluster centroids with tremendous efficiency


clustering, hierarchical clustering, linkages, similarity matrix