All Near Neighbor GraphWithout Searching

Given a collection of n objects equipped with a distance function d(·, ·), the Nearest Neighbor Graph (NNG) consists in finding the nearest neighbor of each object in the collection. Without an index the total cost of NNG is quadratic. Using an index the cost would be sub-quadratic if the search for...

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Bibliographic Details
Main Authors: Edgar Chávez, Verónica Ludueña, Nora Reyes, Fernando Kasián
Format: Article
Language:English
Published: Postgraduate Office, School of Computer Science, Universidad Nacional de La Plata 2018-04-01
Series:Journal of Computer Science and Technology
Subjects:
Online Access:http://journal.info.unlp.edu.ar/JCST/article/view/695