A Clustering Method Based on K-Means Algorithm

• Published in: Physics procedia Vol. 25; pp. 1104 - 1109
• Main Authors: Li, Youguo, Wu, Haiyan
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 2012
• Subjects: cluster analysis; distance algorithm; K-Means algorithm; samples of pattern; distance algorithm; cluster analysis; K-Means algorithm; samples of pattern

In this paper we combine the largest minimum distance algorithm and the traditional K-Means algorithm to propose an improved K-Means clustering algorithm. This improved algorithm can make up the shortcomings for the traditional K-Means algorithm to determine the initial focal point. The improved K-M...