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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 was illustrated by two simulation experiments.
Intelligent Information Technology Application, 2009. IITA 2009. Third International Symposium on (Volume:3 )
Date of Conference: 21-22 Nov. 2009