Foundations of Multidimensional and Metric Data Structures

Foundations of Multidimensional and Metric Data Structures

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Samet offers a thorough treatment of multidimensional point data, object and image-based representations, intervals and small rectangles, and high-dimensional datasets. This work includes a thorough introduction; a comprehensive survey to spatial and multidimensional data structures and algorithms; and implementation details for the most useful data structures.... it into a planar space-filling mapa€”that is, in effect, combining aspects of a Venn diagram with a pie chart [960, 1758]. ... For example, in the case of a tree directory for a computer file system, each nonleaf node in the hierarchy corresponds to a subdirectory, where its area in the visualization is proportional to the sum of ... 225 (chap02) Windfall Software, PCA ZzTE X13 X-Y Tree, Treemap, and Puzzletree.

Title:Foundations of Multidimensional and Metric Data Structures
Author: Hanan Samet
Publisher:Morgan Kaufmann - 2006

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