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Enhancing K-Means Clustering with GA by Journal of Computer Applications is a document available to read on EtoBox.
What is Enhancing K-Means Clustering with GA about?
The document discusses using genetic algorithms to refine clusters obtained from k-means clustering. It begins with background on k-means clustering and its limitations. Kernel k-means is presented as an extension that addresses one limitation by mapping data to a feature space. The document proposes using a genetic algorithm to refine clusters after k-means clustering to improve cluster quality. It aims to contribute a method for refining already obtained clusters, unlike prior work that focused only on ac
- Author
- Journal of Computer Applications
- Language
- EN