ENHANCED K-MEANS CLUSTRING ALGORITHM TO REDUCE TIME COMPLEXITY FOR NUMERIC VALUES
International Journal of Advance Engineering and Research Development · 2014
Data mining is the process of using technology to identify patterns and prospects from large amount of information. In Data Mining, Clustering is an important research topic and wide range of un- verified classification application. Clustering is technique which divides a data into meaningful groups. K-means clustering is a method of cluster analysis which aims to partition n observations into k clusters in which each observation belongs to the cluster with the nearest mean. In this paper, try to improve the performance, to find initial centroid systematically and distribute each data point to the suitable clusters.