摘要
随着信息技术的不断发展,数据挖掘在我们的工作和生活中的应用也越来越广泛,目前聚类算法在数据挖掘中则是一个热点研究领域。本文深入研究了现阶段比较成熟的几种聚类算法,总结了这些算法的优缺点以及适用范围,提出用来评价聚类算法性能优劣的指标,也是今后聚类算法研究的出发点。
As the information technology developing continuously, the data mining is more and more widely used in our work and life, now the clustering algorithms in data mining is a hot research field. This article studies deeply several mature clustering algorithm and summarizes the advantages and disadvantages of these algorithms as well as the use scope .What＇s more, the Evaluation of the clustering algorithm＇s performance is proposed, this is the starting point in the future clustering algorithm research.
出处
《网络安全技术与应用》
2014年第1期65-66,共2页
Network Security Technology & Application
关键词
聚类算法
数据挖掘技术
评价指标
clustering algorithm
data mining technology
evaluation
