Regular Expression Learning from Positive Examples Based on Integer Programming
Published in International Journal of Software Engineering and Knowledge Engineering • Oct 1, 2020
NobleIDNI4P37W36R28S18
Authors:,
Juntao Gao
Yingqian Zhang
Abstract
This paper presents a novel method to infer regular expressions from positive examples. The method consists of a candidate’s construction phase and an optimization phase. We first propose multiscaling sample augmentation to capture the cycle patterns from single examples during the candidate’s const...
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