A filtration method for order-preserving matching

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Journal Title
Journal ISSN
Volume Title
A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Date
2016-02-01
Major/Subject
Mcode
Degree programme
Language
en
Pages
4
71-74
Series
INFORMATION PROCESSING LETTERS, Volume 116, issue 2
Abstract
The problem of order-preserving matching has gained attention lately. The text and the pattern consist of numbers. The task is to find all the substrings in the text which have the same length and relative order as the pattern. The problem has applications in analysis of time series. We present a new sublinear solution based on filtration. Any algorithm for exact string matching can be used as a filtering method. If the filtration algorithm is sublinear, the total method is sublinear on average. We show by practical experiments that the new solution is more efficient than earlier algorithms.
Description
Keywords
Algorithms, Combinatorial problems, Order-preserving matching, String searching
Other note
Citation
Chhabra , T & Tarhio , J 2016 , ' A filtration method for order-preserving matching ' , Information Processing Letters , vol. 116 , no. 2 , pp. 71-74 . https://doi.org/10.1016/j.ipl.2015.10.005