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Cluster analysis being one of the important techniques of data mining applied in several fields such as bioinformatics, social networks, computer vision, and so on. It is an unsupervised learning technique for exploring the structure of the data without class label. Many clustering algorithms have been proposed to analyze high volume of data, but very few of them evaluate the quality of the clusters...
Cluster analysis is an important task almost in all fields including bioinformatics, social networks, agriculture, and so on. It basically explores the natural structure of the data without any prior knowledge about it. In many real data sets, the objects reside in many clusters with different membership values. Many clustering algorithms have been proposed for finding such overlapping clusters to...
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