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Clustering is a popular data-analysis and data-mining technique that has been addressed in many contexts and by researchers in many disciplines. The K -means algorithm is one of the most popular clustering algorithms because of its simplicity and easiness in application. However, its performance depends strongly on the initial cluster centers used and can converge to local minima. To overcome these...
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