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计算机应用研究 2009
Rapid spatial clustering algorithm
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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.