Learning Regular Expressions for Interpretable Medical Text Classification Using a Pool-based Simulated Annealing Approach

In this paper, we propose a rule-based engine composed of high-quality and interpretable regular expressions for medical text classification. The regular expressions are autogenerated by a constructive heuristic method and optimized using a Pool-based Simulated Annealing (PSA) approach. Although exi...

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Bibliographic Details

Published in:	2020 IEEE Congress on Evolutionary Computation (CEC) pp. 1 - 7
Main Authors:	Tu, Chaofan, Cui, Menglin
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2020
Subjects:	Knowledge engineering Machine learning Medical diagnostic imaging Medical services medical text classification Neural networks regular expression Simulated annealing Task analysis
Online Access:	Get full text
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