计算机科学 ›› 2011, Vol. 38 ›› Issue (Z10): 143-145.
• CRSSC-CWI-CGrC2015 • 上一篇 下一篇
江敏,皮德常,孙兰
出版日期:
发布日期:
JIANG Min,PI De-chang,SUN Lan
Online:
Published:
摘要: 针对传统的密度聚类算法不能处理带有多约束条件的问题,在现有的密度聚类算法的基础上,提出了一个带有多约束条件限制的密度聚类算法。该算法将多约束条件引入到密度聚类分析中,并分析了多约束条件对聚类结果的影响。实验表明该算法在多约束条件下,可有效完成对数据点的聚类并且效果较好,为现实情况中处理多约束聚类提供了良好的理论支持。
关键词: 多约束条件,密度,聚类
Abstract: Traditional clustering algorithms based on density can not overcome the shortage with a variety of constraints in the existing clustering algorithm based on the density proposed. This paper proposed a clustering algorithm based on density with a variety of constraints. The algorithm introduces a variety of constraints into clustering algorithm to analyze the clustering results affected by a variety of constraints. Experimental results show that the algorithm in a multi constrained condition can complete a cluster analysis of the data points,and can obtain a better clustering results,provides a good theoretical support for really dealing with multiple constraints clustering.
Key words: Multiple constraints limit, Density, Clustering
江敏,皮德常,孙兰. 一种多约束的密度聚类算法的研究[J]. 计算机科学, 2011, 38(Z10): 143-145. https://doi.org/
JIANG Min,PI De-chang,SUN Lan. Research on Density Clustering Algorithm with a Multiple Constraints[J]. Computer Science, 2011, 38(Z10): 143-145. https://doi.org/
0 / / 推荐
导出引用管理器 EndNote|Reference Manager|ProCite|BibTeX|RefWorks
链接本文: https://www.jsjkx.com/CN/
https://www.jsjkx.com/CN/Y2011/V38/IZ10/143
Cited