Fuzzy -Means and Cluster Ensemble with Random Projection for Big Data Clustering

Algorithm 1

FCM clustering algorithm.

Input: data set (an matrix), number of clusters , fuzzy constant ;

Output: partition matrix , centers of clusters ;

Initialize: sample (or ) randomly from proper space;

 While , do

  .