A Genetic Algorithm that Exchanges Neighboring Centers for Fuzzy c-Means Clustering

Clustering algorithms are widely used in pattern recognition and data mining applications. Due to their computational efficiency, partitional clustering algorithms are better suited for applications with large datasets than hierarchical clustering algorithms. K-means is among the most popular partit...

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Bibliographic Details
Main Author: Chahine, Firas Safwan
Format: Others
Published: NSUWorks 2012
Subjects:
Online Access:http://nsuworks.nova.edu/gscis_etd/116
http://nsuworks.nova.edu/cgi/viewcontent.cgi?article=1115&context=gscis_etd