Enhancement of fuzzy c-means clustering using EM algorithm
Esh Narayan, Yogesh Birla, Gaurav Kumar Tak · International Journal of Computer Applications · 2012
In present time many clustering techniques are use the data mining.The clustering gives the best performance in all research proposals.We know that k_ means clustering is the best clustering techniques in the data mining, but some disadvantage of k_ means clustering.Although clustering algorithms can be classified into two categories: hard clustering algorithms and fuzzy clustering algorithms and The Fuzzy-C-Means (FCM) clustering algorithm is also known as Soft K-Means so we have proposed new enhancement of Cmeans clustering.Proposed algorithms will be gave the best result in fuzzy C-means clustering algorithms.We use the mouse data set to test these performances in Matlab tools.