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  • 标题:Approximating Longest Common Substring with k mismatches: Theory and Practice
  • 本地全文:下载
  • 作者:Garance Gourdel ; Tomasz Kociumaka ; Jakub Radoszewski
  • 期刊名称:LIPIcs : Leibniz International Proceedings in Informatics
  • 电子版ISSN:1868-8969
  • 出版年度:2020
  • 卷号:161
  • 页码:16:1-16:15
  • DOI:10.4230/LIPIcs.CPM.2020.16
  • 出版社:Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
  • 摘要:In the problem of the longest common substring with k mismatches we are given two strings X, Y and must find the maximal length ð" such that there is a length-ð" substring of X and a length-ð" substring of Y that differ in at most k positions. The length ð" can be used as a robust measure of similarity between X, Y. In this work, we develop new approximation algorithms for computing ð" that are significantly more efficient that previously known solutions from the theoretical point of view. Our approach is simple and practical, which we confirm via an experimental evaluation, and is probably close to optimal as we demonstrate via a conditional lower bound.
  • 关键词:approximation algorithms; string similarity; LSH; conditional lower bounds
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