意大利面:一个基于数组的算法,用于度量空间中的相似性查询

Edgar Chávez, J. Marroquín, Ricardo Baeza-Yates
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引用次数: 76

摘要

我们提出了一种新的、基于枢轴的数据结构,它具有插入/删除数据库元素和枢轴的动态功能。此特性对于数据库不是固定的,并且必须不时更改枢轴的应用程序非常有用。意大利面的数据结构可以被认为是树的“平面”表示;但与之不同的是,可以使用距离的完整表示,而不是离散化它们。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spaghettis: an array based algorithm for similarity queries in metric spaces
We present a new, pivot based data structure with dynamic capabilities to insert/delete both database elements and pivots. This feature is useful for applications where the database is not stationary, and the pivots must be changed from time to time. The spaghettis data structure can be thought of as a "flat" representation of a tree; but unlike it, a full representation of the distances can be used, instead of discretizing them.
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