Does Efficient Fuzzy Kohonen Clustering Network Algorithm Really Improves Clustering Data Result

Edy Irwansyah, Muhammad Faisal, Annisaa Primadini · Journal of Theoretical and Applied Information Technology · 2015

In this research, Fuzzy Kohonen Clustering Network (FKCN) algorithm is compared to Efficient Fuzzy Kohonen Clustering Network (EFKCN) algorithm. This research is conducted to see if EFKCN is really efficient and could do a better clustering analysis than original FKCN. We do empirical testing and simulations to compare both algorithms, by using an expanded Fisher’s Iris Data. The result showed the accuracy of EFKCN is not yet better algorithm rather than FKCN.

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