数据挖掘领域中的聚类分析及应用

Clustering Analysis and its Application in Data Mining

聚类是统计学的一种方法,也作为数据挖掘的一个功能被广泛地应用。本文介绍了聚类的概念、应用,主要的聚类算 法。最后,针对现实中的一个具体问题,设计了一个层次型的聚类算法,其结果对相关部门具有一定的指导作用。

Clustering is a statistic method which has been studied for many years and also be used widely in recent years as a function of data mining. In this paper we discussed the concept, application of clustering. In the end, we designed an agglomeration clustering algorithm to solve a reality problem, the result would be useful.