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Method of reverse nearest neighbor queries using VARdnn-Tree
一种基于VARdnn-Tree的反向最近邻查询方法*

Keywords: reverse nearest neighbor queries,index structure,quantification compression
反向最近邻查询
,索引结构,量化压缩

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Abstract:

In spatial databases, the improved R-Tree is usually used as indexing structure in the research of low-dimension reverse nearest neighbor queries. Queries by indexing structures such as R-Tree will cause dimension disaster in high-dimension because of the limitation of tree indexing structure. To solve the problem, this paper proposed an indexing structure based on VARdnn-Tree. It adoped the method of the quantification compression to store data, thus could effectively support queries in high-dimension.

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