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Steffen Herbold
Steffen Herbold
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A comparative study to benchmark cross-project defect prediction approaches
S Herbold, A Trautsch, J Grabowski
IEEE Transactions on Software Engineering 44 (9), 811 - 833, 2017
2662017
Training data selection for cross-project defect prediction
S Herbold
Proceedings of the 9th international conference on predictive models in ¡¦, 2013
1932013
Autorank: A python package for automated ranking of classifiers
S Herbold
Journal of Open Source Software 5 (48), 2173, 2020
1222020
A large-scale comparison of human-written versus ChatGPT-generated essays
S Herbold, A Hautli-Janisz, U Heuer, Z Kikteva, A Trautsch
Scientific reports 13 (1), 18617, 2023
111*2023
Calculation and optimization of thresholds for sets of software metrics
S Herbold, J Grabowski, S Waack
Empirical Software Engineering 16, 812-841, 2011
1112011
Global vs. local models for cross-project defect prediction: A replication study
S Herbold, A Trautsch, J Grabowski
Empirical software engineering 22, 1866-1902, 2017
842017
Problems with SZZ and features: An empirical study of the state of practice of defect prediction data collection
S Herbold, A Trautsch, F Trautsch, B Ledel
Empirical Software Engineering 27, 42, 2022
78*2022
On the validity of pre-trained transformers for natural language processing in the software engineering domain
J Von der Mosel, A Trautsch, S Herbold
IEEE Transactions on Software Engineering 49 (4), 1487-1507, 2022
682022
Addressing problems with replicability and validity of repository mining studies through a smart data platform
F Trautsch, S Herbold, P Makedonski, J Grabowski
Empirical Software Engineering 23, 1036-1083, 2018
572018
A fine-grained data set and analysis of tangling in bug fixing commits
S Herbold, A Trautsch, B Ledel, A Aghamohammadi, TA Ghaleb, ...
Empirical Software Engineering 27 (6), 125, 2022
50*2022
On the feasibility of automated prediction of bug and non-bug issues
S Herbold, A Trautsch, F Trautsch
Empirical Software Engineering 25, 5333-5369, 2020
462020
Comments on ScottKnottESD in response to" An empirical comparison of model validation techniques for defect prediction models"
S Herbold
IEEE Transactions on Software Engineering 43 (11), 1091-1094, 2017
402017
A longitudinal study of static analysis warning evolution and the effects of PMD on software quality in apache open source projects
A Trautsch, S Herbold, J Grabowski
Empirical Software Engineering 25 (6), 5137-5192, 2020
382020
Improved bug reporting and reproduction through non-intrusive gui usage monitoring and automated replaying
S Herbold, J Grabowski, S Waack, U Bünting
2011 IEEE Fourth International Conference on Software Testing, Verification ¡¦, 2011
382011
On the costs and profit of software defect prediction
S Herbold
IEEE Transactions on Software Engineering 47 (11), 2617-2631, 2019
362019
Static source code metrics and static analysis warnings for fine-grained just-in-time defect prediction
A Trautsch, S Herbold, J Grabowski
2020 IEEE International Conference on Software Maintenance and Evolution ¡¦, 2020
332020
A systematic mapping study of developer social network research
S Herbold, A Amirfallah, F Trautsch, J Grabowski
Journal of Systems and Software 171, 110802, 2021
322021
Are unit and integration test definitions still valid for modern Java projects? An empirical study on open-source projects
F Trautsch, S Herbold, J Grabowski
Journal of Systems and Software 159, 110421, 2020
312020
Crosspare: a tool for benchmarking cross-project defect predictions
S Herbold
2015 30th IEEE/ACM International Conference on Automated Software ¡¦, 2015
292015
The smartshark ecosystem for software repository mining
A Trautsch, F Trautsch, S Herbold, B Ledel, J Grabowski
Proceedings of the ACM/IEEE 42nd international conference on software ¡¦, 2020
262020
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