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

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3 Author(s)
Xiaobing Yang ; Comput. Sci. Dept., China Jiliang Univ., Hangzhou, China ; Lingmin He ; Huijuan Lu

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.

Published in:

Intelligent Information Technology Application, 2009. IITA 2009. Third International Symposium on  (Volume:3 )

Date of Conference:

21-22 Nov. 2009