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Improved FCM algorithm for Clustering the IRIS data

Author(s): K.Suresh, | R.Madana Mohana | A.RamaMohanReddy

Journal: International Journal on Computer Science and Engineering
ISSN 0975-3397

Volume: 3;
Issue: 1;
Start page: 323;
Date: 2011;
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Keywords: Datasets | clutering | improved FCM clustering | webusage mining.

In this paper we present clustering method is very sensitive to the initial center values, requirements on the data set too high, and cannot handle noisy data the proposal method is using information entropy to initialize the cluster centers and introduce weighting parameters to adjust the location of cluster centers and noise problems. The improves clustering on web data efficiently using fuzzy c-means(FCM)clustering with iris data sets.
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