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Hierarchical Methods.
Many community detection methods have been proposed like hierarchical methods.
Hierarchical methods mitigate the state-space explosion problem in SPNs.
They found that Ward's method was the best overall than other hierarchical methods.
Also the hierarchical methods suffer from poor scalability with the increasing number of points.
Hierarchical methods divide the data into two subsets until every subset consists of only one class.
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This method fall into two categories, Agglomerative hierarchical method and Divisive hierarchical method.
A popular approach to finding clusters in a data set is to employ a hierarchical method followed by a non-hierarchical method [17 19].
S. M. A. Bhuiyan et al. proposed a multiple hierarchical method for BEMD.
Ward's agglomerative hierarchical method was used to form the clusters.
In this paper, a hierarchical method for human body segmentation in static images is proposed.
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