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OALib Journal期刊
ISSN: 2333-9721
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Rapid spatial clustering algorithm
一种快速空间聚类算法 *

Keywords: clustering,spatial clustering,single dimensional distance,spatial density
聚类
,空间聚类,单维距离,空间密度

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Abstract:

This paper proposed a rapid clustering algorithm based on spatial unit single dimensional calculation(SUSDC).The algorithm firstly divided data to orthogonal spatial units,and then clustered spatial units by spatial distance threshold.Experimental results show that SUSDC algorithm can deal with clusters of complicated shaped and high-dimensional data,and it has high-efficient features and is not sensitive to noise data.

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