Order-preserving pattern matching indeterminate strings

نویسندگان

چکیده

Given a pattern p of size m and text t, the problem order-preserving matching (OPPM) is to find all substrings t that satisfy one orderings defined by p. This has applications on time series analysis. However given its strict nature this model unable deal with indetermination, thus limiting application noisy series. In paper we introduce indeterminate characters alleviate limitation. We then propose two polynomial algorithms. If indetermination limited confirming occurrence can be computed in O(rmlg⁡r) time, where r bound number uncertain per position. alternates, but does not occur at same position p, present an algorithm requires O(rm(m+log⁡r)) time. also show general NP-hard provide boolean formula.

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ژورنال

عنوان ژورنال: Information & Computation

سال: 2022

ISSN: ['0890-5401', '1090-2651']

DOI: https://doi.org/10.1016/j.ic.2022.104924