Cogitative Analysis on K-Means Clustering Algorithm and its Variants

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Provided by: International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE)
Topic: Data Management
Format: PDF
Rapid advancements in science and technology resulted in the accumulation of enormous amount data. This facilitated the need for new methods for extracting essential data from these huge bulks of data since the old method of querying proved to be inadequate. As a result many data analysis methods came in to existence and cluster analysis is one among them. Cluster analysis has found its application in almost all fields especially in bioinformatics, image processing, pattern recognition etc. Cluster analysis or clustering can be defined as the process of grouping up of data objects in to different sets.
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