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The X-tree: an index structure for high-dimensional data

Readings in multimedia computing and networking, pp.451-462, (2001)

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Abstract

In this paper, we propose a new method for indexing large amounts of point and spatial data in highdimensional space. An analysis shows that index structures such as the R*-tree are not adequate for indexing high-dimensional data sets. The major problem of R-tree-based index structures is the overlap of the bounding boxes in the directory...More

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