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OALib Journal期刊
ISSN: 2333-9721
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Research of new clustering algorithm SGRIDS based on grid data compression
一种新的基于网格压缩的聚类算法SGRIDS研究

Keywords: cluster analysis,clustering algorithms,grid-based data compression,algorithm SGRIDS
聚类分析
,聚类算法,基于网格的数据压缩,算法SGRIDS

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Abstract:

By introducing a new grid-based data compression framework, conducted the study on the clustering algorithm SGRIDS which dealed with a large spatial databases. Considering that the input parameter has a great impact on the quality of clustering algorithms, improved the settlement of the value for density threshold, decreased the impact of input parameter, thus attaining a better clustering effect.

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