Enhanced K-Means Clustering Algorithm to Reduce Time Complexity for Numeric Values

Provided by: International Journal of Computer Science and Information Technologies
Topic: Data Management
Format: PDF
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 unverified 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 using some changes in already existing algorithm.

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