897 resultados para Minkowski metric


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Sponsored by Naval Facilities Engineering Command, Department of the Navy.

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"Eighth in a series of reports prepared for the Congress."

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Supersedes similar notice dated Dec. 10, 1976.

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Cover title.

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Bibliography: p. 50.

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Vol. for 1914 has supplement (publ. 1917).

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Half-title: Bureau of international research, Harvard university and Radcliffe college.

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In this paper, we propose a novel high-dimensional index method, the BM+-tree, to support efficient processing of similarity search queries in high-dimensional spaces. The main idea of the proposed index is to improve data partitioning efficiency in a high-dimensional space by using a rotary binary hyperplane, which further partitions a subspace and can also take advantage of the twin node concept used in the M+-tree. Compared with the key dimension concept in the M+-tree, the binary hyperplane is more effective in data filtering. High space utilization is achieved by dynamically performing data reallocation between twin nodes. In addition, a post processing step is used after index building to ensure effective filtration. Experimental results using two types of real data sets illustrate a significantly improved filtering efficiency.