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An [formula omitted] query time algorithm for reducing ϵ-NN to (c,r)-NN.

Authors :
Ma, Hengzhao
Li, Jianzhong
Source :
Theoretical Computer Science. Jan2020, Vol. 803, p178-195. 18p.
Publication Year :
2020

Abstract

The problem of reducing ϵ -NN to (c , r) -NN is very important in theoretical computer science area and has attracted many research efforts. In this paper a new algorithm for such problem is proposed, which achieves O (log ⁡ n) query time. Comparing with the former algorithms for the same problem, this query time is the lowest, which is the main contribution of this paper. The low query time complexity is achieved by raising the preprocessing time and space complexity. How to reduce the cost added into the two complexities is also discussed in this paper. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03043975
Volume :
803
Database :
Academic Search Index
Journal :
Theoretical Computer Science
Publication Type :
Academic Journal
Accession number :
140423240
Full Text :
https://doi.org/10.1016/j.tcs.2019.10.004