A New Method for Non-spherical and Multi-density Clustering

作者：Yang Xiaobing^*; He Lingmin; Lu Huijuan

来源：3rd International Symposium on Intelligent Information Technology Application, China,Jiangxi,Nanchang,Nanchang, 2009-11-21 to 2009-11-22.

DOI：10.1109/IITA.2009.376

• data mining
• cluster analysis
• Delaunay Diagrams
• IPOP algorithm

Cluster analysis based on Delaunay Diagrams has been widely researched in all kinds of fields. In this article, a new method is proposed to treat with datasets of non-spherical and multi-density clustering. As well as, the problem of noise data is solved by defining the conceptions of In_Points and Out_Points in this method. The above points will be illustrated by two simulation experiments.

• 出版日期2009
• 单位中国计量大学