Title :
The farthest neighbor queries based on R-trees
Author :
Run-Tao Liu;Cheng Chang;Zhi-Qiang Man;Zhong Wang
Author_Institution :
Institute of Information and Scientific Computing Technology, Harbin University of Science and Technology
fDate :
7/1/2015 12:00:00 AM
Abstract :
There are many queries in spatial databases have been discussed. However the farthest neighbor queries, to find the farthest neighbors to a given query point in space, have not been studied. In this paper, we present an efficient branch-and-bound R-tree traversal algorithm to find the farthest neighbor objects to the query point, and it is easy to be generalized to find the k farthest neighbors. We also discuss a searching strategy for pruning. Finally, we performed an experimental test to prove the effectiveness of the proposed algorithm.
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2015 International Conference on
DOI :
10.1109/ICMLC.2015.7340928