Overfitting in semantics-based automated program repair

The primary goal of Automated Program Repair (APR) is to automatically fix buggy software, to reduce the manual bug-fix burden that presently rests on human developers. Existing APR techniques can be generally divided into two families: semantics- vs. heuristics-based. Semantics-based APR uses symbo...

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Bibliographic Details
Published in:	Empirical software engineering : an international journal Vol. 23; no. 5; pp. 3007 - 3033
Main Authors:	Le, Xuan Bach D., Thung, Ferdian, Lo, David, Goues, Claire Le
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.10.2018 Springer Nature B.V
Subjects:	Automation Compilers Computer Science Heuristic Heuristic methods Interpreters Maintenance Programming Languages Quality assessment Repair Semantics Software Engineering/Programming and Operating Systems Automated program repair Symbolic execution Program synthesis Patch overfitting
ISSN:	1382-3256, 1573-7616
Online Access:	Get full text
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