A New Method to Enhance the Clustering Algorithm

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Provided by: International Journal of Computer and Electrical Engineering (IJCEE)
Topic: Big Data
Format: PDF
In this paper, the authors have presented a new method to enhance the clustering algorithm. Clustering is a method to label points in a two or more dimensional scatter plot. Some algorithms such as FCM, KNN or K-means implement this, but the problem occurs in the case that the clusters are close to each other or even they have overlaps (like neural data which they first encountered). In this state the human observer can detect some clusters on the scatter plot but the algorithms fail or they offer different clusters.
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