| 1. | We make a brief summary about the clustering algorithms of data mining , and make an detail study about the clustering algorithms for high - dimension and complex data . secondly , a new algorithm based on the idea of coverage density is proposed for clustering categorical data 本文首先介绍了数据挖掘研究的相关背景,对数据挖掘中的聚类分析的相关工作作了一个简要的概述,并对处理高维数据的聚类算法进行了较为深入的分析研究。 |