General Mathematics


Axiomatic Generalization of the Membership Degree Weighting Function for Fuzzy C Means Clustering: Theoretical Development and Convergence Analysis

Authors: Arkajyoti Saha, Swagatam Das

For decades practitioners have been using the center-based partitional clustering algorithms like Fuzzy C Means (FCM), which rely on minimizing an objective function, comprising of an appropriately weighted sum of distances of each data point from the cluster representatives.

Comments: 17 Pages.

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[v1] 2018-03-22 07:44:29

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