Search Results - "Ledel, Benjamin"
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1
Problems with SZZ and features: An empirical study of the state of practice of defect prediction data collection
Published in Empirical software engineering : an international journal (01-03-2022)“…Context The SZZ algorithm is the de facto standard for labeling bug fixing commits and finding inducing changes for defect prediction data. Recent research…”
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Journal Article -
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Studying the explanations for the automated prediction of bug and non-bug issues using LIME and SHAP
Published in Empirical software engineering : an international journal (01-07-2024)“…Context The identification of bugs within issues reported to an issue tracking system is crucial for triage. Machine learning models have shown promising…”
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Journal Article -
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The SmartSHARK Ecosystem for Software Repository Mining
Published in 2020 IEEE/ACM 42nd International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) (01-10-2020)“…Software repository mining is the foundation for many empirical software engineering studies. The collection and analysis of detailed data can be challenging,…”
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Conference Proceeding -
4
A fine-grained data set and analysis of tangling in bug fixing commits
Published in Empirical software engineering : an international journal (01-11-2022)“…Context Tangled commits are changes to software that address multiple concerns at once. For researchers interested in bugs, tangled commits mean that they…”
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Journal Article -
5
Studying the explanations for the automated prediction of bug and non-bug issues using LIME and SHAP
Published 15-09-2022“…Context: The identification of bugs within the reported issues in an issue tracker is crucial for the triage of issues. Machine learning models have shown…”
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Journal Article -
6
Broccoli: Bug localization with the help of text search engines
Published 24-09-2021“…Bug localization is a tedious activity in the bug fixing process in which a software developer tries to locate bugs in the source code described in a bug…”
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Journal Article -
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Large-Scale Manual Validation of Bugfixing Changes
Published in 2020 IEEE/ACM 17th International Conference on Mining Software Repositories (MSR) (01-05-2020)“…Context: Accurate data about bug fixes is important for different venues of research, e.g., program repair. While automated procedures are able to identify bug…”
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Conference Proceeding -
8
Problems with SZZ and Features: An empirical study of the state of practice of defect prediction data collection
Published 11-11-2021“…Context: The SZZ algorithm is the de facto standard for labeling bug fixing commits and finding inducing changes for defect prediction data. Recent research…”
Get full text
Journal Article -
9
The SmartSHARK Ecosystem for Software Repository Mining
Published 06-01-2020“…Software repository mining is the foundation for many empirical software engineering studies. The collection and analysis of detailed data can be challenging,…”
Get full text
Journal Article -
10
A Fine-grained Data Set and Analysis of Tangling in Bug Fixing Commits
Published 12-11-2020“…Context: Tangled commits are changes to software that address multiple concerns at once. For researchers interested in bugs, tangled commits mean that they…”
Get full text
Journal Article