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Ahmed Rezeq edited Related_workTraditional_Clustering_algorithms_can__.html
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author = {Tamer F. Ghanem and Wail S. Elkilani and Hatem M. Abdelkader and Mohiy M. Hadhoud},
title = {Fast Dimension-based Partitioning and Merging clustering algorithm},
journal = {Applied Soft Computing}
}" data-bib-key="Ghanem_2015" style="cursor: pointer" contenteditable="false">
(Ghanem 2015) which are combined to form clusters based on neighborhood relations. It is distinguished by fastness but it does not work efficiently in high dimensional space.
Unlike Unlike Traditional clustering algorithms, subspace clustering has been proposed to overcome problems arisen from curse of dimensionality phenomena by constructing clusters based on similarities on a subset of attributes (subspace). As a result, some samples may be assigned to multiple clusters. If each sample is assigned to only one cluster based on some subset of attributes, subspace clustering will be called projected clustering.
clustering.
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