BibTeX records: Steffen Herbold

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@article{DBLP:journals/software/HerboldVMLM25,
  author       = {Steffen Herbold and
                  Brian Valerius and
                  Anamaria Mojica{-}Hanke and
                  Isabella Lex and
                  Joel Mittel},
  title        = {Legal Aspects for Software Developers Interested in Generative {AI}
                  Applications},
  journal      = {{IEEE} Softw.},
  volume       = {42},
  number       = {2},
  pages        = {68--75},
  year         = {2025},
  url          = {https://doi.org/10.1109/MS.2024.3476677},
  doi          = {10.1109/MS.2024.3476677},
  timestamp    = {Fri, 07 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/software/HerboldVMLM25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DrechselRH25,
  author       = {Jonathan Drechsel and
                  Anja Reusch and
                  Steffen Herbold},
  title        = {{MAMUT:} {A} Novel Framework for Modifying Mathematical Formulas for
                  the Generation of Specialized Datasets for Language Model Training},
  journal      = {Trans. Mach. Learn. Res.},
  volume       = {2025},
  year         = {2025},
  url          = {https://openreview.net/forum?id=khODmRpQEx},
  timestamp    = {Thu, 31 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmlr/DrechselRH25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BlumHL25,
  author       = {Frederic Blum and
                  Steffen Herbold and
                  Johann{-}Mattis List},
  editor       = {Wanxiang Che and
                  Joyce Nabende and
                  Ekaterina Shutova and
                  Mohammad Taher Pilehvar},
  title        = {From Isolates to Families: Using Neural Networks for Automated Language
                  Affiliation},
  booktitle    = {Proceedings of the 63rd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
                  July 27 - August 1, 2025},
  pages        = {17915--17927},
  publisher    = {Association for Computational Linguistics},
  year         = {2025},
  url          = {https://aclanthology.org/2025.acl-long.876/},
  timestamp    = {Thu, 24 Jul 2025 21:25:39 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/BlumHL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/HerboldKRS25,
  author       = {Steffen Herbold and
                  Christoph Knieke and
                  Andreas Rausch and
                  Christian Schindler},
  title        = {Neurosymbolic Architectural Reasoning: Towards Formal Analysis through
                  Neural Software Architecture Inference},
  booktitle    = {1st {IEEE/ACM} International Workshop on Neuro-Symbolic Software Engineering,
                  NSE@ICSE 2025, Ottawa, ON, Canada, May 3, 2025},
  pages        = {5--10},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/NSE66660.2025.00008},
  doi          = {10.1109/NSE66660.2025.00008},
  timestamp    = {Mon, 30 Jun 2025 21:48:33 +0200},
  biburl       = {https://dblp.org/rec/conf/icse/HerboldKRS25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlbse/PenaH25,
  author       = {Fabian C. Pe{\~{n}}a and
                  Steffen Herbold},
  title        = {Evaluating the Performance and Efficiency of Sentence-BERT for Code
                  Comment Classification},
  booktitle    = {{IEEE/ACM} International Workshop on Natural Language-Based Software
                  Engineering, NLBSE@ICSE 2025, Ottawa, ON, Canada, April 27-28, 2025},
  pages        = {21--24},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/NLBSE66842.2025.00010},
  doi          = {10.1109/NLBSE66842.2025.00010},
  timestamp    = {Mon, 30 Jun 2025 21:18:26 +0200},
  biburl       = {https://dblp.org/rec/conf/nlbse/PenaH25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-01406,
  author       = {Jonathan Drechsel and
                  Steffen Herbold},
  title        = {{GRADIEND:} Monosemantic Feature Learning within Neural Networks Applied
                  to Gender Debiasing of Transformer Models},
  journal      = {CoRR},
  volume       = {abs/2502.01406},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2502.01406},
  doi          = {10.48550/ARXIV.2502.01406},
  eprinttype    = {arXiv},
  eprint       = {2502.01406},
  timestamp    = {Mon, 10 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2502-01406.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-11688,
  author       = {Frederic Blum and
                  Steffen Herbold and
                  Johann{-}Mattis List},
  title        = {From Isolates to Families: Using Neural Networks for Automated Language
                  Affiliation},
  journal      = {CoRR},
  volume       = {abs/2502.11688},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2502.11688},
  doi          = {10.48550/ARXIV.2502.11688},
  eprinttype    = {arXiv},
  eprint       = {2502.11688},
  timestamp    = {Wed, 19 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2502-11688.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-20855,
  author       = {Jonathan Drechsel and
                  Anja Reusch and
                  Steffen Herbold},
  title        = {{MAMUT:} {A} Novel Framework for Modifying Mathematical Formulas for
                  the Generation of Specialized Datasets for Language Model Training},
  journal      = {CoRR},
  volume       = {abs/2502.20855},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2502.20855},
  doi          = {10.48550/ARXIV.2502.20855},
  eprinttype    = {arXiv},
  eprint       = {2502.20855},
  timestamp    = {Fri, 21 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2502-20855.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-16262,
  author       = {Steffen Herbold and
                  Christoph Knieke and
                  Andreas Rausch and
                  Christian Schindler},
  title        = {Neurosymbolic Architectural Reasoning: Towards Formal Analysis through
                  Neural Software Architecture Inference},
  journal      = {CoRR},
  volume       = {abs/2503.16262},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2503.16262},
  doi          = {10.48550/ARXIV.2503.16262},
  eprinttype    = {arXiv},
  eprint       = {2503.16262},
  timestamp    = {Fri, 04 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2503-16262.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-08312,
  author       = {Steffen Herbold},
  title        = {SortBench: Benchmarking LLMs based on their ability to sort lists},
  journal      = {CoRR},
  volume       = {abs/2504.08312},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2504.08312},
  doi          = {10.48550/ARXIV.2504.08312},
  eprinttype    = {arXiv},
  eprint       = {2504.08312},
  timestamp    = {Wed, 21 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2504-08312.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-08581,
  author       = {Fabian C. Pe{\~{n}}a and
                  Steffen Herbold},
  title        = {Evaluating the Performance and Efficiency of Sentence-BERT for Code
                  Comment Classification},
  journal      = {CoRR},
  volume       = {abs/2506.08581},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2506.08581},
  doi          = {10.48550/ARXIV.2506.08581},
  eprinttype    = {arXiv},
  eprint       = {2506.08581},
  timestamp    = {Tue, 08 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2506-08581.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-10833,
  author       = {Fabian C. Pe{\~{n}}a and
                  Steffen Herbold},
  title        = {Evaluating Large Language Models on Non-Code Software Engineering
                  Tasks},
  journal      = {CoRR},
  volume       = {abs/2506.10833},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2506.10833},
  doi          = {10.48550/ARXIV.2506.10833},
  eprinttype    = {arXiv},
  eprint       = {2506.10833},
  timestamp    = {Tue, 08 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2506-10833.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/SchulteLH24,
  author       = {Lukas Schulte and
                  Benjamin Ledel and
                  Steffen Herbold},
  title        = {Studying the explanations for the automated prediction of bug and
                  non-bug issues using {LIME} and {SHAP}},
  journal      = {Empir. Softw. Eng.},
  volume       = {29},
  number       = {4},
  pages        = {93},
  year         = {2024},
  url          = {https://doi.org/10.1007/s10664-024-10469-1},
  doi          = {10.1007/S10664-024-10469-1},
  timestamp    = {Thu, 04 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ese/SchulteLH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/stvr/AhmedSHTG24,
  author       = {Zaheed Ahmed and
                  Eike Schwass and
                  Steffen Herbold and
                  Fabian Trautsch and
                  Jens Grabowski},
  title        = {A new perspective on the competent programmer hypothesis through the
                  reproduction of real faults with repeated mutations},
  journal      = {Softw. Test. Verification Reliab.},
  volume       = {34},
  number       = {3},
  year         = {2024},
  url          = {https://doi.org/10.1002/stvr.1874},
  doi          = {10.1002/STVR.1874},
  timestamp    = {Sat, 08 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/stvr/AhmedSHTG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Herbold24,
  author       = {Steffen Herbold},
  title        = {Semantic similarity prediction is better than other semantic similarity
                  measures},
  journal      = {Trans. Mach. Learn. Res.},
  volume       = {2024},
  year         = {2024},
  url          = {https://openreview.net/forum?id=bfsNmgN5je},
  timestamp    = {Thu, 08 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmlr/Herbold24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/KiktevaTHH24,
  author       = {Zlata Kikteva and
                  Alexander Trautsch and
                  Steffen Herbold and
                  Annette Hautli{-}Janisz},
  editor       = {Tatsuya Kawahara and
                  Vera Demberg and
                  Stefan Ultes and
                  Koji Inoue and
                  Shikib Mehri and
                  David M. Howcroft and
                  Kazunori Komatani},
  title        = {Question Type Prediction in Natural Debate},
  booktitle    = {Proceedings of the 25th Annual Meeting of the Special Interest Group
                  on Discourse and Dialogue, {SIGDIAL} 2024, Kyoto, Japan, September
                  18 - 20, 2024},
  pages        = {624--630},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://doi.org/10.18653/v1/2024.sigdial-1.53},
  doi          = {10.18653/V1/2024.SIGDIAL-1.53},
  timestamp    = {Fri, 04 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigdial/KiktevaTHH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-16630,
  author       = {Steffen Herbold and
                  Brian Valerius and
                  Anamaria Mojica{-}Hanke and
                  Isabella Lex and
                  Joel Mittel},
  title        = {Legal Aspects for Software Developers Interested in Generative {AI}
                  Applications},
  journal      = {CoRR},
  volume       = {abs/2404.16630},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.16630},
  doi          = {10.48550/ARXIV.2404.16630},
  eprinttype    = {arXiv},
  eprint       = {2404.16630},
  timestamp    = {Mon, 03 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-16630.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-12855,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Zlata Kikteva and
                  Annette Hautli{-}Janisz},
  title        = {Large Language Models can impersonate politicians and other public
                  figures},
  journal      = {CoRR},
  volume       = {abs/2407.12855},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2407.12855},
  doi          = {10.48550/ARXIV.2407.12855},
  eprinttype    = {arXiv},
  eprint       = {2407.12855},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2407-12855.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-19304,
  author       = {Anamaria Mojica{-}Hanke and
                  David Nader{-}Palacio and
                  Denys Poshyvanyk and
                  Mario Linares{-}V{\'{a}}squez and
                  Steffen Herbold},
  title        = {Perspective of Software Engineering Researchers on Machine Learning
                  Practices Regarding Research, Review, and Education},
  journal      = {CoRR},
  volume       = {abs/2411.19304},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2411.19304},
  doi          = {10.48550/ARXIV.2411.19304},
  eprinttype    = {arXiv},
  eprint       = {2411.19304},
  timestamp    = {Wed, 01 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2411-19304.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/BrunaLGHHSNEGH23,
  author       = {Tom{\'{a}}s Bruna and
                  Heng Li and
                  Joseph Guhlin and
                  Daniel Honsel and
                  Steffen Herbold and
                  Mario Stanke and
                  Natalia Nenasheva and
                  Matthis Ebel and
                  Lars Gabriel and
                  Katharina Jasmin Hoff},
  title        = {Galba: genome annotation with miniprot and {AUGUSTUS}},
  journal      = {{BMC} Bioinform.},
  volume       = {24},
  number       = {1},
  pages        = {327},
  year         = {2023},
  url          = {https://doi.org/10.1186/s12859-023-05449-z},
  doi          = {10.1186/S12859-023-05449-Z},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bmcbi/BrunaLGHHSNEGH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/TrautschEHG23,
  author       = {Alexander Trautsch and
                  Johannes Erbel and
                  Steffen Herbold and
                  Jens Grabowski},
  title        = {What really changes when developers intend to improve their source
                  code: a commit-level study of static metric value and static analysis
                  warning changes},
  journal      = {Empir. Softw. Eng.},
  volume       = {28},
  number       = {2},
  pages        = {30},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10664-022-10257-9},
  doi          = {10.1007/S10664-022-10257-9},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ese/TrautschEHG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/HerboldT23,
  author       = {Steffen Herbold and
                  Steffen Tunkel},
  title        = {Differential testing for machine learning: an analysis for classification
                  algorithms beyond deep learning},
  journal      = {Empir. Softw. Eng.},
  volume       = {28},
  number       = {2},
  pages        = {34},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10664-022-10273-9},
  doi          = {10.1007/S10664-022-10273-9},
  timestamp    = {Tue, 28 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ese/HerboldT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/TrautschHG23,
  author       = {Alexander Trautsch and
                  Steffen Herbold and
                  Jens Grabowski},
  title        = {Are automated static analysis tools worth it? An investigation into
                  relative warning density and external software quality on the example
                  of Apache open source projects},
  journal      = {Empir. Softw. Eng.},
  volume       = {28},
  number       = {3},
  pages        = {66},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10664-023-10301-2},
  doi          = {10.1007/S10664-023-10301-2},
  timestamp    = {Tue, 12 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ese/TrautschHG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/MoselTH23,
  author       = {Julian von der Mosel and
                  Alexander Trautsch and
                  Steffen Herbold},
  title        = {On the Validity of Pre-Trained Transformers for Natural Language Processing
                  in the Software Engineering Domain},
  journal      = {{IEEE} Trans. Software Eng.},
  volume       = {49},
  number       = {4},
  pages        = {1487--1507},
  year         = {2023},
  url          = {https://doi.org/10.1109/TSE.2022.3178469},
  doi          = {10.1109/TSE.2022.3178469},
  timestamp    = {Sat, 29 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tse/MoselTH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/argmining/KiktevaTKOHH23,
  author       = {Zlata Kikteva and
                  Alexander Trautsch and
                  Patrick Katzer and
                  Mirko Oest and
                  Steffen Herbold and
                  Annette Hautli{-}Janisz},
  editor       = {Milad Alshomary and
                  Chung{-}Chi Chen and
                  Smaranda Muresan and
                  Joonsuk Park and
                  Julia Romberg},
  title        = {On the Impact of Reconstruction and Context for Argument Prediction
                  in Natural Debate},
  booktitle    = {Proceedings of the 10th Workshop on Argument Mining, ArgMining 2023,
                  Singapore, December 7, 2023},
  pages        = {100--106},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.argmining-1.10},
  doi          = {10.18653/V1/2023.ARGMINING-1.10},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/argmining/KiktevaTKOHH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/se/HerboldH23,
  author       = {Steffen Herbold and
                  Tobias Haar},
  editor       = {Gregor Engels and
                  Regina Hebig and
                  Matthias Tichy},
  title        = {Smoke testing for machine learning: simple tests to discover severe
                  bugs},
  booktitle    = {Software Engineering 2023, Fachtagung des GI-Fachbereichs Softwaretechnik,
                  20.-24. Februar 2023, Paderborn},
  series       = {{LNI}},
  volume       = {{P-332}},
  pages        = {61--62},
  publisher    = {Gesellschaft f{\"{u}}r Informatik e.V.},
  year         = {2023},
  url          = {https://dl.gi.de/handle/20.500.12116/40082},
  timestamp    = {Mon, 14 Oct 2024 17:07:53 +0200},
  biburl       = {https://dblp.org/rec/conf/se/HerboldH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/se/HerboldTTL23,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Fabian Trautsch and
                  Benjamin Ledel},
  editor       = {Gregor Engels and
                  Regina Hebig and
                  Matthias Tichy},
  title        = {Problems with with {SZZ} and Features: An empirical assessment of
                  the state of practice of defect prediction data collection},
  booktitle    = {Software Engineering 2023, Fachtagung des GI-Fachbereichs Softwaretechnik,
                  20.-24. Februar 2023, Paderborn},
  series       = {{LNI}},
  volume       = {{P-332}},
  pages        = {63--64},
  publisher    = {Gesellschaft f{\"{u}}r Informatik e.V.},
  year         = {2023},
  url          = {https://dl.gi.de/handle/20.500.12116/40083},
  timestamp    = {Mon, 14 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/se/HerboldTTL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/se/MoselTH23,
  author       = {Julian von der Mosel and
                  Alexander Trautsch and
                  Steffen Herbold},
  editor       = {Gregor Engels and
                  Regina Hebig and
                  Matthias Tichy},
  title        = {On the validity of pre-trained transformers for natural language processing
                  in the software engineering domain},
  booktitle    = {Software Engineering 2023, Fachtagung des GI-Fachbereichs Softwaretechnik,
                  20.-24. Februar 2023, Paderborn},
  series       = {{LNI}},
  volume       = {{P-332}},
  pages        = {93--94},
  publisher    = {Gesellschaft f{\"{u}}r Informatik e.V.},
  year         = {2023},
  url          = {https://dl.gi.de/handle/20.500.12116/40099},
  timestamp    = {Mon, 14 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/se/MoselTH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/se/TunkelH23,
  author       = {Steffen Tunkel and
                  Steffen Herbold},
  editor       = {Gregor Engels and
                  Regina Hebig and
                  Matthias Tichy},
  title        = {Exploring the relationship between performance metrics and cost saving
                  potential of defect prediction models},
  booktitle    = {Software Engineering 2023, Fachtagung des GI-Fachbereichs Softwaretechnik,
                  20.-24. Februar 2023, Paderborn},
  series       = {{LNI}},
  volume       = {{P-332}},
  pages        = {119--120},
  publisher    = {Gesellschaft f{\"{u}}r Informatik e.V.},
  year         = {2023},
  url          = {https://dl.gi.de/handle/20.500.12116/40114},
  timestamp    = {Mon, 14 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/se/TunkelH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/Cabra-AcelaMLH23,
  author       = {Laura Cabra{-}Acela and
                  Anamaria Mojica{-}Hanke and
                  Mario Linares{-}V{\'{a}}squez and
                  Steffen Herbold},
  editor       = {Satish Chandra and
                  Kelly Blincoe and
                  Paolo Tonella},
  title        = {On Using Information Retrieval to Recommend Machine Learning Good
                  Practices for Software Engineers},
  booktitle    = {Proceedings of the 31st {ACM} Joint European Software Engineering
                  Conference and Symposium on the Foundations of Software Engineering,
                  {ESEC/FSE} 2023, San Francisco, CA, USA, December 3-9, 2023},
  pages        = {2142--2146},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3611643.3613093},
  doi          = {10.1145/3611643.3613093},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigsoft/Cabra-AcelaMLH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/promise/2023,
  editor       = {Shane McIntosh and
                  Eunjong Choi and
                  Steffen Herbold},
  title        = {Proceedings of the 19th International Conference on Predictive Models
                  and Data Analytics in Software Engineering, {PROMISE} 2023, San Francisco,
                  CA, USA, 8 December 2023},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3617555},
  doi          = {10.1145/3617555},
  timestamp    = {Tue, 05 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/promise/2023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10516,
  author       = {Anamaria Mojica{-}Hanke and
                  Andrea Bayona and
                  Mario Linares{-}V{\'{a}}squez and
                  Steffen Herbold and
                  Fabio A. Gonz{\'{a}}lez},
  title        = {What are the Machine Learning best practices reported by practitioners
                  on Stack Exchange?},
  journal      = {CoRR},
  volume       = {abs/2301.10516},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.10516},
  doi          = {10.48550/ARXIV.2301.10516},
  eprinttype    = {arXiv},
  eprint       = {2301.10516},
  timestamp    = {Tue, 09 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-10516.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05358,
  author       = {Lukas Schulte and
                  Anamaria Mojica{-}Hanke and
                  Mario Linares{-}V{\'{a}}squez and
                  Steffen Herbold},
  title        = {An exploratory study of bug-introducing changes: what happens when
                  bugs are introduced in open source software?},
  journal      = {CoRR},
  volume       = {abs/2304.05358},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.05358},
  doi          = {10.48550/ARXIV.2304.05358},
  eprinttype    = {arXiv},
  eprint       = {2304.05358},
  timestamp    = {Wed, 19 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-05358.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06367,
  author       = {Anne Hennig and
                  Lukas Schulte and
                  Steffen Herbold and
                  Oksana Kulyk and
                  Peter Mayer},
  title        = {Understanding issues related to personal data and data protection
                  in open source projects on GitHub},
  journal      = {CoRR},
  volume       = {abs/2304.06367},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.06367},
  doi          = {10.48550/ARXIV.2304.06367},
  eprinttype    = {arXiv},
  eprint       = {2304.06367},
  timestamp    = {Thu, 27 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-06367.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14276,
  author       = {Steffen Herbold and
                  Annette Hautli{-}Janisz and
                  Ute Heuer and
                  Zlata Kikteva and
                  Alexander Trautsch},
  title        = {AI, write an essay for me: {A} large-scale comparison of human-written
                  versus ChatGPT-generated essays},
  journal      = {CoRR},
  volume       = {abs/2304.14276},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.14276},
  doi          = {10.48550/ARXIV.2304.14276},
  eprinttype    = {arXiv},
  eprint       = {2304.14276},
  timestamp    = {Wed, 03 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-14276.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12095,
  author       = {Laura Cabra{-}Acela and
                  Anamaria Mojica{-}Hanke and
                  Mario Linares{-}V{\'{a}}squez and
                  Steffen Herbold},
  title        = {On Using Information Retrieval to Recommend Machine Learning Good
                  Practices for Software Engineers},
  journal      = {CoRR},
  volume       = {abs/2308.12095},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.12095},
  doi          = {10.48550/ARXIV.2308.12095},
  eprinttype    = {arXiv},
  eprint       = {2308.12095},
  timestamp    = {Wed, 30 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-12095.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12697,
  author       = {Steffen Herbold},
  title        = {Semantic similarity prediction is better than other semantic similarity
                  measures},
  journal      = {CoRR},
  volume       = {abs/2309.12697},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.12697},
  doi          = {10.48550/ARXIV.2309.12697},
  eprinttype    = {arXiv},
  eprint       = {2309.12697},
  timestamp    = {Wed, 27 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-12697.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/HerboldTTL22,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Fabian Trautsch and
                  Benjamin Ledel},
  title        = {Problems with {SZZ} and features: An empirical study of the state
                  of practice of defect prediction data collection},
  journal      = {Empir. Softw. Eng.},
  volume       = {27},
  number       = {2},
  pages        = {42},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10664-021-10092-4},
  doi          = {10.1007/S10664-021-10092-4},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ese/HerboldTTL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/HerboldH22,
  author       = {Steffen Herbold and
                  Tobias Haar},
  title        = {Smoke testing for machine learning: simple tests to discover severe
                  bugs},
  journal      = {Empir. Softw. Eng.},
  volume       = {27},
  number       = {2},
  pages        = {45},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10664-021-10073-7},
  doi          = {10.1007/S10664-021-10073-7},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ese/HerboldH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/HerboldTLAGCBNM22,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Benjamin Ledel and
                  Alireza Aghamohammadi and
                  Taher Ahmed Ghaleb and
                  Kuljit Kaur Chahal and
                  Tim Bossenmaier and
                  Bhaveet Nagaria and
                  Philip Makedonski and
                  Matin Nili Ahmadabadi and
                  Krist{\'{o}}f Szabados and
                  Helge Spieker and
                  Matej Madeja and
                  Nathaniel Hoy and
                  Valentina Lenarduzzi and
                  Shangwen Wang and
                  Gema Rodr{\'{\i}}guez{-}P{\'{e}}rez and
                  Ricardo Colomo{-}Palacios and
                  Roberto Verdecchia and
                  Paramvir Singh and
                  Yihao Qin and
                  Debasish Chakroborti and
                  Willard Davis and
                  Vijay Walunj and
                  Hongjun Wu and
                  Diego Marcilio and
                  Omar Alam and
                  Abdullah Aldaeej and
                  Idan Amit and
                  Burak Turhan and
                  Simon Eismann and
                  Anna{-}Katharina Wickert and
                  Ivano Malavolta and
                  Mat{\'{u}}s Sul{\'{\i}}r and
                  Fatemeh H. Fard and
                  Austin Z. Henley and
                  Stratos Kourtzanidis and
                  Eray Tuzun and
                  Christoph Treude and
                  Simin Maleki Shamasbi and
                  Ivan Pashchenko and
                  Marvin Wyrich and
                  James Davis and
                  Alexander Serebrenik and
                  Ella Albrecht and
                  Ethem Utku Aktas and
                  Daniel Str{\"{u}}ber and
                  Johannes Erbel},
  title        = {A fine-grained data set and analysis of tangling in bug fixing commits},
  journal      = {Empir. Softw. Eng.},
  volume       = {27},
  number       = {6},
  pages        = {125},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10664-021-10083-5},
  doi          = {10.1007/S10664-021-10083-5},
  timestamp    = {Tue, 05 Aug 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ese/HerboldTLAGCBNM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/TunkelH22,
  author       = {Steffen Tunkel and
                  Steffen Herbold},
  title        = {Exploring the relationship between performance metrics and cost saving
                  potential of defect prediction models},
  journal      = {Empir. Softw. Eng.},
  volume       = {27},
  number       = {7},
  pages        = {182},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10664-022-10224-4},
  doi          = {10.1007/S10664-022-10224-4},
  timestamp    = {Mon, 24 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ese/TunkelH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlbse/TrautschH22,
  author       = {Alexander Trautsch and
                  Steffen Herbold},
  editor       = {Andrea Di Sorbo and
                  Sebastiano Panichella},
  title        = {Predicting Issue Types with seBERT},
  booktitle    = {2022 {IEEE/ACM} 1st International Workshop on Natural Language-Based
                  Software Engineering {(NLBSE} 2022), Co-located with {ICSE} 2022,
                  Pittsburgh, PA, USA, May 8, 2022},
  pages        = {37--39},
  publisher    = {{ACM/IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3528588.3528661},
  doi          = {10.1145/3528588.3528661},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nlbse/TrautschH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/TrautschTH22,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold},
  title        = {SmartSHARK 2.1 Full {(1.2)}},
  publisher    = {GRO.data},
  year         = {2022},
  month        = jul,
  howpublished = {\url{https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/7OZ1SP{\&}version=1.2}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/7OZ1SP\&\#38;version=1.2},
  timestamp    = {Fri, 16 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/TrautschTH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/TrautschTH22a,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold},
  title        = {SmartSHARK 1.3 {(1.2)}},
  publisher    = {GRO.data},
  year         = {2022},
  month        = jul,
  howpublished = {\url{https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/MUZPSF{\&}version=1.2}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/MUZPSF\&\#38;version=1.2},
  timestamp    = {Fri, 16 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/TrautschTH22a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/TrautschTH22b,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold},
  title        = {SmartSHARK 2.2 Full {(1.1)}},
  publisher    = {GRO.data},
  year         = {2022},
  month        = jul,
  howpublished = {\url{https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/6WAFNG{\&}version=1.1}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/6WAFNG\&\#38;version=1.1},
  timestamp    = {Fri, 16 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/TrautschTH22b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/TrautschTH22c,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold},
  title        = {SmartSHARK 2.2 Small {(1.1)}},
  publisher    = {GRO.data},
  year         = {2022},
  month        = jul,
  howpublished = {\url{https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/MLODEH{\&}version=1.1}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/MLODEH\&\#38;version=1.1},
  timestamp    = {Fri, 16 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/TrautschTH22c.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/11/TrautschTH22,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold},
  title        = {SmartSHARK 2.1 Small {(1.2)}},
  publisher    = {GRO.data},
  year         = {2022},
  month        = jul,
  howpublished = {\url{https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/PHV2VX{\&}version=1.2}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/PHV2VX\&\#38;version=1.2},
  timestamp    = {Wed, 18 Jun 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/11/TrautschTH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-01335,
  author       = {Alexander Trautsch and
                  Steffen Herbold},
  title        = {Predicting Issue Types with seBERT},
  journal      = {CoRR},
  volume       = {abs/2205.01335},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.01335},
  doi          = {10.48550/ARXIV.2205.01335},
  eprinttype    = {arXiv},
  eprint       = {2205.01335},
  timestamp    = {Thu, 05 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-01335.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11976,
  author       = {Steffen Herbold and
                  Steffen Tunkel},
  title        = {Differential testing for machine learning: an analysis for classification
                  algorithms beyond deep learning},
  journal      = {CoRR},
  volume       = {abs/2207.11976},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.11976},
  doi          = {10.48550/ARXIV.2207.11976},
  eprinttype    = {arXiv},
  eprint       = {2207.11976},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-11976.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07623,
  author       = {Benjamin Ledel and
                  Steffen Herbold},
  title        = {Studying the explanations for the automated prediction of bug and
                  non-bug issues using {LIME} and {SHAP}},
  journal      = {CoRR},
  volume       = {abs/2209.07623},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.07623},
  doi          = {10.48550/ARXIV.2209.07623},
  eprinttype    = {arXiv},
  eprint       = {2209.07623},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-07623.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/HerboldATG21,
  author       = {Steffen Herbold and
                  Aynur Amirfallah and
                  Fabian Trautsch and
                  Jens Grabowski},
  title        = {A systematic mapping study of developer social network research},
  journal      = {J. Syst. Softw.},
  volume       = {171},
  pages        = {110802},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.jss.2020.110802},
  doi          = {10.1016/J.JSS.2020.110802},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jss/HerboldATG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/Herbold21,
  author       = {Steffen Herbold},
  title        = {On the Costs and Profit of Software Defect Prediction},
  journal      = {{IEEE} Trans. Software Eng.},
  volume       = {47},
  number       = {11},
  pages        = {2617--2631},
  year         = {2021},
  url          = {https://doi.org/10.1109/TSE.2019.2957794},
  doi          = {10.1109/TSE.2019.2957794},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tse/Herbold21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/se/Herbold21,
  author       = {Steffen Herbold},
  editor       = {Anne Koziolek and
                  Ina Schaefer and
                  Christoph Seidl},
  title        = {On the Cost and Profit of Software Defect Prediction},
  booktitle    = {Software Engineering 2021, Fachtagung des GI-Fachbereichs Softwaretechnik,
                  22.-26. Februar 2021, Braunschweig/Virtuell},
  series       = {{LNI}},
  volume       = {{P-310}},
  pages        = {53},
  publisher    = {Gesellschaft f{\"{u}}r Informatik e.V.},
  year         = {2021},
  url          = {https://doi.org/10.18420/SE2021\_15},
  doi          = {10.18420/SE2021\_15},
  timestamp    = {Mon, 14 Oct 2024 17:07:53 +0200},
  biburl       = {https://dblp.org/rec/conf/se/Herbold21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/se/HerboldTT21,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Fabian Trautsch},
  editor       = {Anne Koziolek and
                  Ina Schaefer and
                  Christoph Seidl},
  title        = {On the Feasibility of Automated Prediction of Bug and Non-Bug Issues},
  booktitle    = {Software Engineering 2021, Fachtagung des GI-Fachbereichs Softwaretechnik,
                  22.-26. Februar 2021, Braunschweig/Virtuell},
  series       = {{LNI}},
  volume       = {{P-310}},
  pages        = {55--56},
  publisher    = {Gesellschaft f{\"{u}}r Informatik e.V.},
  year         = {2021},
  url          = {https://doi.org/10.18420/SE2021\_16},
  doi          = {10.18420/SE2021\_16},
  timestamp    = {Mon, 14 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/se/HerboldTT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/se/HerboldATG21,
  author       = {Steffen Herbold and
                  Aynur Amirfallah and
                  Fabian Trautsch and
                  Jens Grabowski},
  editor       = {Anne Koziolek and
                  Ina Schaefer and
                  Christoph Seidl},
  title        = {A Systematic Mapping Study of Developer Social Network Research},
  booktitle    = {Software Engineering 2021, Fachtagung des GI-Fachbereichs Softwaretechnik,
                  22.-26. Februar 2021, Braunschweig/Virtuell},
  series       = {{LNI}},
  volume       = {{P-310}},
  pages        = {57--58},
  publisher    = {Gesellschaft f{\"{u}}r Informatik e.V.},
  year         = {2021},
  url          = {https://doi.org/10.18420/SE2021\_17},
  doi          = {10.18420/SE2021\_17},
  timestamp    = {Mon, 14 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/se/HerboldATG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/se/TrautschHG21,
  author       = {Alexander Trautsch and
                  Steffen Herbold and
                  Jens Grabowski},
  editor       = {Anne Koziolek and
                  Ina Schaefer and
                  Christoph Seidl},
  title        = {A Longitudinal Study of Static Analysis Warning Evolution and the
                  Effects of {PMD} on Software Quality in Apache Open Source Projects},
  booktitle    = {Software Engineering 2021, Fachtagung des GI-Fachbereichs Softwaretechnik,
                  22.-26. Februar 2021, Braunschweig/Virtuell},
  series       = {{LNI}},
  volume       = {{P-310}},
  pages        = {107--108},
  publisher    = {Gesellschaft f{\"{u}}r Informatik e.V.},
  year         = {2021},
  url          = {https://doi.org/10.18420/SE2021\_41},
  doi          = {10.18420/SE2021\_41},
  timestamp    = {Mon, 14 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/se/TrautschHG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/se/TrautschHG21a,
  author       = {Fabian Trautsch and
                  Steffen Herbold and
                  Jens Grabowski},
  editor       = {Anne Koziolek and
                  Ina Schaefer and
                  Christoph Seidl},
  title        = {Are Unit and Integration Test Definitions Still Valid for Modern Java
                  Projects? An Empirical Study on Open-Source Projects},
  booktitle    = {Software Engineering 2021, Fachtagung des GI-Fachbereichs Softwaretechnik,
                  22.-26. Februar 2021, Braunschweig/Virtuell},
  series       = {{LNI}},
  volume       = {{P-310}},
  pages        = {109--110},
  publisher    = {Gesellschaft f{\"{u}}r Informatik e.V.},
  year         = {2021},
  url          = {https://doi.org/10.18420/SE2021\_42},
  doi          = {10.18420/SE2021\_42},
  timestamp    = {Mon, 14 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/se/TrautschHG21a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/TrautschTH21,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold},
  title        = {SmartSHARK 2.1 Full {(1.0)}},
  publisher    = {GRO.data},
  year         = {2021},
  month        = sep,
  howpublished = {\url{https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/7OZ1SP{\&}version=1.0}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/7OZ1SP\&\#38;version=1.0},
  timestamp    = {Fri, 16 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/TrautschTH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/TrautschTH21a,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold},
  title        = {SmartSHARK 2.1 Full {(1.1)}},
  publisher    = {GRO.data},
  year         = {2021},
  month        = nov,
  howpublished = {\url{https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/7OZ1SP{\&}version=1.1}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/7OZ1SP\&\#38;version=1.1},
  timestamp    = {Fri, 16 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/TrautschTH21a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/TrautschTH21b,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold},
  title        = {SmartSHARK 1.3 {(1.1)}},
  publisher    = {GRO.data},
  year         = {2021},
  month        = dec,
  howpublished = {\url{https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/MUZPSF{\&}version=1.1}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/MUZPSF\&\#38;version=1.1},
  timestamp    = {Fri, 16 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/TrautschTH21b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/TrautschTH21c,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold},
  title        = {SmartSHARK 2.2 Full {(1.0)}},
  publisher    = {GRO.data},
  year         = {2021},
  month        = dec,
  howpublished = {\url{https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/6WAFNG{\&}version=1.0}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/6WAFNG\&\#38;version=1.0},
  timestamp    = {Fri, 16 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/TrautschTH21c.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/TrautschTH21d,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold},
  title        = {SmartSHARK 2.2 Small {(1.0)}},
  publisher    = {GRO.data},
  year         = {2021},
  month        = dec,
  howpublished = {\url{https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/MLODEH{\&}version=1.0}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/MLODEH\&\#38;version=1.0},
  timestamp    = {Fri, 16 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/10/TrautschTH21d.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/11/TrautschTH21,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold},
  title        = {SmartSHARK 2.1 Small {(1.0)}},
  publisher    = {GRO.data},
  year         = {2021},
  month        = sep,
  howpublished = {\url{https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/PHV2VX{\&}version=1.0}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/PHV2VX\&\#38;version=1.0},
  timestamp    = {Wed, 18 Jun 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/11/TrautschTH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/11/TrautschTH21a,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold},
  title        = {SmartSHARK 2.1 Small {(1.1)}},
  publisher    = {GRO.data},
  year         = {2021},
  month        = nov,
  howpublished = {\url{https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/PHV2VX{\&}version=1.1}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://data.goettingen-research-online.de/dataset.xhtml?persistentId=doi:10.25625/PHV2VX\&\#38;version=1.1},
  timestamp    = {Wed, 18 Jun 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/data/11/TrautschTH21a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11540,
  author       = {Alexander Trautsch and
                  Steffen Herbold},
  title        = {The SmartSHARK Repository Mining Data},
  journal      = {CoRR},
  volume       = {abs/2102.11540},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.11540},
  eprinttype    = {arXiv},
  eprint       = {2102.11540},
  timestamp    = {Wed, 24 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-11540.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00255,
  author       = {Armin Goudarzi and
                  Carsten Spehr and
                  Steffen Herbold},
  title        = {Expert decision support system for aeroacoustic classification},
  journal      = {CoRR},
  volume       = {abs/2103.00255},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.00255},
  eprinttype    = {arXiv},
  eprint       = {2103.00255},
  timestamp    = {Thu, 04 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-00255.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00566,
  author       = {Steffen Herbold},
  title        = {Exploring the relationship between performance metrics and cost saving
                  potential of defect prediction models},
  journal      = {CoRR},
  volume       = {abs/2104.00566},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.00566},
  eprinttype    = {arXiv},
  eprint       = {2104.00566},
  timestamp    = {Mon, 12 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-00566.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02517,
  author       = {Eike Stein and
                  Steffen Herbold and
                  Fabian Trautsch and
                  Jens Grabowski},
  title        = {A new perspective on the competent programmer hypothesis through the
                  reproduction of bugs with repeated mutations},
  journal      = {CoRR},
  volume       = {abs/2104.02517},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.02517},
  eprinttype    = {arXiv},
  eprint       = {2104.02517},
  timestamp    = {Tue, 13 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-02517.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03544,
  author       = {Alexander Trautsch and
                  Johannes Erbel and
                  Steffen Herbold and
                  Jens Grabowski},
  title        = {On the differences between quality increasing and other changes in
                  open source Java projects},
  journal      = {CoRR},
  volume       = {abs/2109.03544},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.03544},
  eprinttype    = {arXiv},
  eprint       = {2109.03544},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-03544.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04738,
  author       = {Julian von der Mosel and
                  Alexander Trautsch and
                  Steffen Herbold},
  title        = {On the validity of pre-trained transformers for natural language processing
                  in the software engineering domain},
  journal      = {CoRR},
  volume       = {abs/2109.04738},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.04738},
  eprinttype    = {arXiv},
  eprint       = {2109.04738},
  timestamp    = {Tue, 21 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-04738.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11902,
  author       = {Benjamin Ledel and
                  Steffen Herbold},
  title        = {Broccoli: Bug localization with the help of text search engines},
  journal      = {CoRR},
  volume       = {abs/2109.11902},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.11902},
  eprinttype    = {arXiv},
  eprint       = {2109.11902},
  timestamp    = {Mon, 27 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-11902.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-09188,
  author       = {Alexander Trautsch and
                  Steffen Herbold and
                  Jens Grabowski},
  title        = {Are automated static analysis tools worth it? An investigation into
                  relative warning density and external software quality},
  journal      = {CoRR},
  volume       = {abs/2111.09188},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.09188},
  eprinttype    = {arXiv},
  eprint       = {2111.09188},
  timestamp    = {Mon, 22 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-09188.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/TrautschHG20,
  author       = {Alexander Trautsch and
                  Steffen Herbold and
                  Jens Grabowski},
  title        = {A longitudinal study of static analysis warning evolution and the
                  effects of {PMD} on software quality in Apache open source projects},
  journal      = {Empir. Softw. Eng.},
  volume       = {25},
  number       = {6},
  pages        = {5137--5192},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10664-020-09880-1},
  doi          = {10.1007/S10664-020-09880-1},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ese/TrautschHG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/HerboldTT20,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Fabian Trautsch},
  title        = {On the feasibility of automated prediction of bug and non-bug issues},
  journal      = {Empir. Softw. Eng.},
  volume       = {25},
  number       = {6},
  pages        = {5333--5369},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10664-020-09885-w},
  doi          = {10.1007/S10664-020-09885-W},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ese/HerboldTT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/HerboldTT20a,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Fabian Trautsch},
  title        = {Correction to: On the feasibility of automated prediction of bug and
                  non-bug issues},
  journal      = {Empir. Softw. Eng.},
  volume       = {25},
  number       = {6},
  pages        = {5370--5373},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10664-020-09888-7},
  doi          = {10.1007/S10664-020-09888-7},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ese/HerboldTT20a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswax/BaumHS20,
  author       = {Tobias Baum and
                  Steffen Herbold and
                  Kurt Schneider},
  title        = {{GIMO:} {A} multi-objective anytime rule mining system to ease iterative
                  feedback from domain experts},
  journal      = {Expert Syst. Appl. {X}},
  volume       = {8},
  pages        = {100040},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.eswax.2020.100040},
  doi          = {10.1016/J.ESWAX.2020.100040},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswax/BaumHS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/Herbold20,
  author       = {Steffen Herbold},
  title        = {Autorank: {A} Python package for automated ranking of classifiers},
  journal      = {J. Open Source Softw.},
  volume       = {5},
  number       = {48},
  pages        = {2173},
  year         = {2020},
  url          = {https://doi.org/10.21105/joss.02173},
  doi          = {10.21105/JOSS.02173},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jossw/Herbold20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/TrautschHG20,
  author       = {Fabian Trautsch and
                  Steffen Herbold and
                  Jens Grabowski},
  title        = {Are unit and integration test definitions still valid for modern Java
                  projects? An empirical study on open-source projects},
  journal      = {J. Syst. Softw.},
  volume       = {159},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.jss.2019.110421},
  doi          = {10.1016/J.JSS.2019.110421},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jss/TrautschHG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/TrautschTHLG20,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold and
                  Benjamin Ledel and
                  Jens Grabowski},
  editor       = {Gregg Rothermel and
                  Doo{-}Hwan Bae},
  title        = {The SmartSHARK ecosystem for software repository mining},
  booktitle    = {{ICSE} '20: 42nd International Conference on Software Engineering,
                  Companion Volume, Seoul, South Korea, 27 June - 19 July, 2020},
  pages        = {25--28},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3377812.3382139},
  doi          = {10.1145/3377812.3382139},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icse/TrautschTHLG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/Herbold20,
  author       = {Steffen Herbold},
  editor       = {Gregg Rothermel and
                  Doo{-}Hwan Bae},
  title        = {With registered reports towards large scale data curation},
  booktitle    = {{ICSE-NIER} 2020: 42nd International Conference on Software Engineering,
                  New Ideas and Emerging Results, Seoul, South Korea, 27 June - 19 July,
                  2020},
  pages        = {93--96},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3377816.3381721},
  doi          = {10.1145/3377816.3381721},
  timestamp    = {Mon, 03 May 2021 16:42:27 +0200},
  biburl       = {https://dblp.org/rec/conf/icse/Herbold20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsm/TrautschHG20,
  author       = {Alexander Trautsch and
                  Steffen Herbold and
                  Jens Grabowski},
  title        = {Static source code metrics and static analysis warnings for fine-grained
                  just-in-time defect prediction},
  booktitle    = {{IEEE} International Conference on Software Maintenance and Evolution,
                  {ICSME} 2020, Adelaide, Australia, September 28 - October 2, 2020},
  pages        = {127--138},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICSME46990.2020.00022},
  doi          = {10.1109/ICSME46990.2020.00022},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icsm/TrautschHG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msr/HerboldTL20,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Benjamin Ledel},
  editor       = {Sunghun Kim and
                  Georgios Gousios and
                  Sarah Nadi and
                  Joseph Hejderup},
  title        = {Large-Scale Manual Validation of Bugfixing Changes},
  booktitle    = {{MSR} '20: 17th International Conference on Mining Software Repositories,
                  Seoul, Republic of Korea, 29-30 June, 2020},
  pages        = {611--614},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3379597.3387504},
  doi          = {10.1145/3379597.3387504},
  timestamp    = {Wed, 19 Mar 2025 17:29:46 +0100},
  biburl       = {https://dblp.org/rec/conf/msr/HerboldTL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-01606,
  author       = {Alexander Trautsch and
                  Fabian Trautsch and
                  Steffen Herbold and
                  Benjamin Ledel and
                  Jens Grabowski},
  title        = {The SmartSHARK Ecosystem for Software Repository Mining},
  journal      = {CoRR},
  volume       = {abs/2001.01606},
  year         = {2020},
  url          = {http://arxiv.org/abs/2001.01606},
  eprinttype    = {arXiv},
  eprint       = {2001.01606},
  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-01606.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-01972,
  author       = {Steffen Herbold},
  title        = {With Registered Reports Towards Large Scale Data Curation},
  journal      = {CoRR},
  volume       = {abs/2001.01972},
  year         = {2020},
  url          = {http://arxiv.org/abs/2001.01972},
  eprinttype    = {arXiv},
  eprint       = {2001.01972},
  timestamp    = {Mon, 13 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-01972.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-05357,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Fabian Trautsch},
  title        = {On the Feasibility of Automated Issue Type Prediction},
  journal      = {CoRR},
  volume       = {abs/2003.05357},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.05357},
  eprinttype    = {arXiv},
  eprint       = {2003.05357},
  timestamp    = {Tue, 17 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-05357.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-01521,
  author       = {Steffen Herbold and
                  Tobias Haar},
  title        = {Smoke Testing for Machine Learning: Simple Tests to Discover Severe
                  Defects},
  journal      = {CoRR},
  volume       = {abs/2009.01521},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.01521},
  eprinttype    = {arXiv},
  eprint       = {2009.01521},
  timestamp    = {Wed, 16 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-01521.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-06244,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Benjamin Ledel and
                  Alireza Aghamohammadi and
                  Taher Ahmed Ghaleb and
                  Kuljit Kaur Chahal and
                  Tim Bossenmaier and
                  Bhaveet Nagaria and
                  Philip Makedonski and
                  Matin Nili Ahmadabadi and
                  Krist{\'{o}}f Szabados and
                  Helge Spieker and
                  Matej Madeja and
                  Nathaniel Hoy and
                  Valentina Lenarduzzi and
                  Shangwen Wang and
                  Gema Rodr{\'{\i}}guez{-}P{\'{e}}rez and
                  Ricardo Colomo{-}Palacios and
                  Roberto Verdecchia and
                  Paramvir Singh and
                  Yihao Qin and
                  Debasish Chakroborti and
                  Willard Davis and
                  Vijay Walunj and
                  Hongjun Wu and
                  Diego Marcilio and
                  Omar Alam and
                  Abdullah Aldaeej and
                  Idan Amit and
                  Burak Turhan and
                  Simon Eismann and
                  Anna{-}Katharina Wickert and
                  Ivano Malavolta and
                  Mat{\'{u}}s Sul{\'{\i}}r and
                  Fatemeh H. Fard and
                  Austin Z. Henley and
                  Stratos Kourtzanidis and
                  Eray Tuzun and
                  Christoph Treude and
                  Simin Maleki Shamasbi and
                  Ivan Pashchenko and
                  Marvin Wyrich and
                  James Davis and
                  Alexander Serebrenik and
                  Ella Albrecht and
                  Ethem Utku Aktas and
                  Daniel Str{\"{u}}ber and
                  Johannes Erbel},
  title        = {Large-Scale Manual Validation of Bug Fixing Commits: {A} Fine-grained
                  Analysis of Tangling},
  journal      = {CoRR},
  volume       = {abs/2011.06244},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.06244},
  eprinttype    = {arXiv},
  eprint       = {2011.06244},
  timestamp    = {Mon, 30 Jun 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-06244.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-09643,
  author       = {Armin Goudarzi and
                  Carsten Spehr and
                  Steffen Herbold},
  title        = {Automatic source localization and spectra generation from deconvolved
                  beamforming maps},
  journal      = {CoRR},
  volume       = {abs/2012.09643},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.09643},
  eprinttype    = {arXiv},
  eprint       = {2012.09643},
  timestamp    = {Sun, 03 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-09643.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ac/HerboldTHHG19,
  author       = {Steffen Herbold and
                  Fabian Trautsch and
                  Patrick Harms and
                  Verena Herbold and
                  Jens Grabowski},
  title        = {Chapter Seven - Experiences With Replicable Experiments and Replication
                  Kits for Software Engineering Research},
  journal      = {Adv. Comput.},
  volume       = {113},
  pages        = {315--344},
  year         = {2019},
  url          = {https://doi.org/10.1016/bs.adcom.2018.10.003},
  doi          = {10.1016/BS.ADCOM.2018.10.003},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ac/HerboldTHHG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/HerboldTG19,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Jens Grabowski},
  title        = {Correction of "A Comparative Study to Benchmark Cross-Project
                  Defect Prediction Approaches"},
  journal      = {{IEEE} Trans. Software Eng.},
  volume       = {45},
  number       = {6},
  pages        = {632--636},
  year         = {2019},
  url          = {https://doi.org/10.1109/TSE.2018.2790413},
  doi          = {10.1109/TSE.2018.2790413},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tse/HerboldTG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07499,
  author       = {Aynur Amirfallah and
                  Fabian Trautsch and
                  Jens Grabowski and
                  Steffen Herbold},
  title        = {A systematic mapping study of developer social network research},
  journal      = {CoRR},
  volume       = {abs/1902.07499},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.07499},
  eprinttype    = {arXiv},
  eprint       = {1902.07499},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-07499.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04309,
  author       = {Steffen Herbold},
  title        = {On the costs and profit of software defect prediction},
  journal      = {CoRR},
  volume       = {abs/1911.04309},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.04309},
  eprinttype    = {arXiv},
  eprint       = {1911.04309},
  timestamp    = {Sun, 01 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-04309.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08938,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Fabian Trautsch},
  title        = {Issues with {SZZ:} An empirical assessment of the state of practice
                  of defect prediction data collection},
  journal      = {CoRR},
  volume       = {abs/1911.08938},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.08938},
  eprinttype    = {arXiv},
  eprint       = {1911.08938},
  timestamp    = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-08938.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02179,
  author       = {Alexander Trautsch and
                  Steffen Herbold and
                  Jens Grabowski},
  title        = {A Longitudinal Study of Static Analysis Warning Evolution and the
                  Effects of {PMD} on Software Quality in Apache Open Source Projects},
  journal      = {CoRR},
  volume       = {abs/1912.02179},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.02179},
  eprinttype    = {arXiv},
  eprint       = {1912.02179},
  timestamp    = {Thu, 02 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-02179.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/TrautschHMG18,
  author       = {Fabian Trautsch and
                  Steffen Herbold and
                  Philip Makedonski and
                  Jens Grabowski},
  title        = {Addressing problems with replicability and validity of repository
                  mining studies through a smart data platform},
  journal      = {Empir. Softw. Eng.},
  volume       = {23},
  number       = {2},
  pages        = {1036--1083},
  year         = {2018},
  url          = {https://doi.org/10.1007/s10664-017-9537-x},
  doi          = {10.1007/S10664-017-9537-X},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ese/TrautschHMG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/HerboldTG18,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Jens Grabowski},
  title        = {A Comparative Study to Benchmark Cross-Project Defect Prediction Approaches},
  journal      = {{IEEE} Trans. Software Eng.},
  volume       = {44},
  number       = {9},
  pages        = {811--833},
  year         = {2018},
  url          = {https://doi.org/10.1109/TSE.2017.2724538},
  doi          = {10.1109/TSE.2017.2724538},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tse/HerboldTG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/HerboldTG18,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Jens Grabowski},
  editor       = {Michel Chaudron and
                  Ivica Crnkovic and
                  Marsha Chechik and
                  Mark Harman},
  title        = {A comparative study to benchmark cross-project defect prediction approaches},
  booktitle    = {Proceedings of the 40th International Conference on Software Engineering,
                  {ICSE} 2018, Gothenburg, Sweden, May 27 - June 03, 2018},
  pages        = {1063},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3180155.3182542},
  doi          = {10.1145/3180155.3182542},
  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse/HerboldTG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-04107,
  author       = {Steffen Herbold},
  title        = {Benchmarking cross-project defect prediction approaches with costs
                  metrics},
  journal      = {CoRR},
  volume       = {abs/1801.04107},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.04107},
  eprinttype    = {arXiv},
  eprint       = {1801.04107},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-04107.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09510,
  author       = {Tobias Baum and
                  Steffen Herbold and
                  Kurt Schneider},
  title        = {An Industrial Case Study on Shrinking Code Review Changesets through
                  Remark Prediction},
  journal      = {CoRR},
  volume       = {abs/1812.09510},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.09510},
  eprinttype    = {arXiv},
  eprint       = {1812.09510},
  timestamp    = {Wed, 02 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-09510.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09746,
  author       = {Tobias Baum and
                  Steffen Herbold and
                  Kurt Schneider},
  title        = {A Multi-Objective Anytime Rule Mining System to Ease Iterative Feedback
                  from Domain Experts},
  journal      = {CoRR},
  volume       = {abs/1812.09746},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.09746},
  eprinttype    = {arXiv},
  eprint       = {1812.09746},
  timestamp    = {Wed, 02 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-09746.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/HerboldTG17,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Jens Grabowski},
  title        = {Global vs. local models for cross-project defect prediction - {A}
                  replication study},
  journal      = {Empir. Softw. Eng.},
  volume       = {22},
  number       = {4},
  pages        = {1866--1902},
  year         = {2017},
  url          = {https://doi.org/10.1007/s10664-016-9468-y},
  doi          = {10.1007/S10664-016-9468-Y},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ese/HerboldTG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sttt/HerboldH17,
  author       = {Steffen Herbold and
                  Andreas Hoffmann},
  title        = {Model-based testing as a service},
  journal      = {Int. J. Softw. Tools Technol. Transf.},
  volume       = {19},
  number       = {3},
  pages        = {271--279},
  year         = {2017},
  url          = {https://doi.org/10.1007/s10009-017-0449-2},
  doi          = {10.1007/S10009-017-0449-2},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sttt/HerboldH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sttt/HerboldHG17,
  author       = {Steffen Herbold and
                  Patrick Harms and
                  Jens Grabowski},
  title        = {Combining usage-based and model-based testing for service-oriented
                  architectures in the industrial practice},
  journal      = {Int. J. Softw. Tools Technol. Transf.},
  volume       = {19},
  number       = {3},
  pages        = {309--324},
  year         = {2017},
  url          = {https://doi.org/10.1007/s10009-016-0437-y},
  doi          = {10.1007/S10009-016-0437-Y},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sttt/HerboldHG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/Herbold17,
  author       = {Steffen Herbold},
  title        = {Comments on ScottKnottESD in Response to "An Empirical Comparison
                  of Model Validation Techniques for Defect Prediction Models"},
  journal      = {{IEEE} Trans. Software Eng.},
  volume       = {43},
  number       = {11},
  pages        = {1091--1094},
  year         = {2017},
  url          = {https://doi.org/10.1109/TSE.2017.2748129},
  doi          = {10.1109/TSE.2017.2748129},
  timestamp    = {Thu, 14 Dec 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tse/Herbold17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcloud/WangGHG17,
  author       = {Xiaowei Wang and
                  Fabian Glaser and
                  Steffen Herbold and
                  Jens Grabowski},
  editor       = {Geoffrey C. Fox},
  title        = {On the Relatively Small Impact of Deep Dependencies on Cloud Application
                  Reliability},
  booktitle    = {2017 {IEEE} 10th International Conference on Cloud Computing (CLOUD),
                  Honolulu, HI, USA, June 25-30, 2017},
  pages        = {528--535},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/CLOUD.2017.73},
  doi          = {10.1109/CLOUD.2017.73},
  timestamp    = {Tue, 22 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/IEEEcloud/WangGHG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcre/AltingerHSGW17,
  author       = {Harald Altinger and
                  Steffen Herbold and
                  Friederike Schneemann and
                  Jens Grabowski and
                  Franz Wotawa},
  editor       = {Martin Pinzger and
                  Gabriele Bavota and
                  Andrian Marcus},
  title        = {Performance tuning for automotive Software Fault Prediction},
  booktitle    = {{IEEE} 24th International Conference on Software Analysis, Evolution
                  and Reengineering, {SANER} 2017, Klagenfurt, Austria, February 20-24,
                  2017},
  pages        = {526--530},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/SANER.2017.7884667},
  doi          = {10.1109/SANER.2017.7884667},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wcre/AltingerHSGW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Herbold17,
  author       = {Steffen Herbold},
  title        = {A systematic mapping study on cross-project defect prediction},
  journal      = {CoRR},
  volume       = {abs/1705.06429},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.06429},
  eprinttype    = {arXiv},
  eprint       = {1705.06429},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/Herbold17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HerboldTG17,
  author       = {Steffen Herbold and
                  Alexander Trautsch and
                  Jens Grabowski},
  title        = {Correction of "A Comparative Study to Benchmark Cross-project
                  Defect Prediction Approaches"},
  journal      = {CoRR},
  volume       = {abs/1707.09281},
  year         = {2017},
  url          = {http://arxiv.org/abs/1707.09281},
  eprinttype    = {arXiv},
  eprint       = {1707.09281},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HerboldTG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msr/TrautschHMG16,
  author       = {Fabian Trautsch and
                  Steffen Herbold and
                  Philip Makedonski and
                  Jens Grabowski},
  editor       = {Miryung Kim and
                  Romain Robbes and
                  Christian Bird},
  title        = {Adressing problems with external validity of repository mining studies
                  through a smart data platform},
  booktitle    = {Proceedings of the 13th International Conference on Mining Software
                  Repositories, {MSR} 2016, Austin, TX, USA, May 14-22, 2016},
  pages        = {97--108},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2901739.2901753},
  doi          = {10.1145/2901739.2901753},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/msr/TrautschHMG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HonselHG16,
  author       = {Verena Honsel and
                  Steffen Herbold and
                  Jens Grabowski},
  editor       = {Bettina Berendt and
                  Bj{\"{o}}rn Bringmann and
                  {\'{E}}lisa Fromont and
                  Gemma C. Garriga and
                  Pauli Miettinen and
                  Nikolaj Tatti and
                  Volker Tresp},
  title        = {Learning from Software Project Histories - Predictive Studies Based
                  on Mining Software Repositories},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
                  Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9853},
  pages        = {267--270},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-46131-1\_32},
  doi          = {10.1007/978-3-319-46131-1\_32},
  timestamp    = {Mon, 16 Sep 2019 15:27:13 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/HonselHG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/HonselHG16,
  author       = {Verena Honsel and
                  Steffen Herbold and
                  Jens Grabowski},
  title        = {Hidden Markov Models for the Prediction of Developer Involvement Dynamics
                  and Workload},
  booktitle    = {Proceedings of the The 12th International Conference on Predictive
                  Models and Data Analytics in Software Engineering, {PROMISE} 2016,
                  Ciudad Real, Spain, September 9, 2016},
  pages        = {8:1--8:10},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2972958.2972960},
  doi          = {10.1145/2972958.2972960},
  timestamp    = {Tue, 06 Nov 2018 16:57:05 +0100},
  biburl       = {https://dblp.org/rec/conf/promise/HonselHG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sam/2016,
  editor       = {Jens Grabowski and
                  Steffen Herbold},
  title        = {System Analysis and Modeling. Technology-Specific Aspects of Models
                  - 9th International Conference, {SAM} 2016, Saint-Melo, France, October
                  3-4, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9959},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-46613-2},
  doi          = {10.1007/978-3-319-46613-2},
  isbn         = {978-3-319-46612-5},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sam/2016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/stt/SchneiderH15,
  author       = {Martin A. Schneider and
                  Steffen Herbold},
  title        = {Effizientere IT-Sicherheitstest mit Hilfe von Usagebased Testing},
  journal      = {Softwaretechnik-Trends},
  volume       = {35},
  number       = {1},
  year         = {2015},
  url          = {http://pi.informatik.uni-siegen.de/stt/35\_1/01\_Fachgruppenberichte/TAV/3\_Effizientere\_IT-Sicherheitstest\_mit\_Hilfe\_von\_Usage-based\_Testing.pdf},
  timestamp    = {Tue, 23 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/stt/SchneiderH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icst/HerboldFGHHKMMN15,
  author       = {Steffen Herbold and
                  Alberto De Francesco and
                  Jens Grabowski and
                  Patrick Harms and
                  Lom{-}Messan Hillah and
                  Fabrice Kordon and
                  Ariele{-}Paolo Maesano and
                  Libero Maesano and
                  Claudia Di Napoli and
                  Fabio De Rosa and
                  Martin A. Schneider and
                  Nicola Tonellotto and
                  Marc{-}Florian Wendland and
                  Pierre{-}Henri Wuillemin},
  title        = {The {MIDAS} Cloud Platform for Testing {SOA} Applications},
  booktitle    = {8th {IEEE} International Conference on Software Testing, Verification
                  and Validation, {ICST} 2015, Graz, Austria, April 13-17, 2015},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICST.2015.7102636},
  doi          = {10.1109/ICST.2015.7102636},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icst/HerboldFGHHKMMN15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/Herbold15,
  author       = {Steffen Herbold},
  title        = {CrossPare: {A} Tool for Benchmarking Cross-Project Defect Predictions},
  booktitle    = {30th {IEEE/ACM} International Conference on Automated Software Engineering
                  Workshops, {ASE} Workshops 2015, Lincoln, NE, USA, November 9-13,
                  2015},
  pages        = {90--96},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ASEW.2015.8},
  doi          = {10.1109/ASEW.2015.8},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kbse/Herbold15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/HonselHHGW15,
  author       = {Verena Honsel and
                  Daniel Honsel and
                  Steffen Herbold and
                  Jens Grabowski and
                  Stephan Waack},
  title        = {Mining Software Dependency Networks for Agent-Based Simulation of
                  Software Evolution},
  booktitle    = {30th {IEEE/ACM} International Conference on Automated Software Engineering
                  Workshops, {ASE} Workshops 2015, Lincoln, NE, USA, November 9-13,
                  2015},
  pages        = {102--108},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ASEW.2015.9},
  doi          = {10.1109/ASEW.2015.9},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kbse/HonselHHGW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msr/HonselHG15,
  author       = {Verena Honsel and
                  Steffen Herbold and
                  Jens Grabowski},
  editor       = {Massimiliano Di Penta and
                  Martin Pinzger and
                  Romain Robbes},
  title        = {Intuition vs. Truth: Evaluation of Common Myths about StackOverflow
                  Posts},
  booktitle    = {12th {IEEE/ACM} Working Conference on Mining Software Repositories,
                  {MSR} 2015, Florence, Italy, May 16-17, 2015},
  pages        = {438--441},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/MSR.2015.58},
  doi          = {10.1109/MSR.2015.58},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/msr/HonselHG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pts/AltingerHGW15,
  author       = {Harald Altinger and
                  Steffen Herbold and
                  Jens Grabowski and
                  Franz Wotawa},
  editor       = {Khaled El{-}Fakih and
                  Gerassimos D. Barlas and
                  Nina Yevtushenko},
  title        = {Novel Insights on Cross Project Fault Prediction Applied to Automotive
                  Software},
  booktitle    = {Testing Software and Systems - 27th {IFIP} {WG} 6.1 International
                  Conference, {ICTSS} 2015, Sharjah and Dubai, United Arab Emirates,
                  November 23-25, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9447},
  pages        = {141--157},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-25945-1\_9},
  doi          = {10.1007/978-3-319-25945-1\_9},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pts/AltingerHGW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/risk/SchneiderHWG15,
  author       = {Martin A. Schneider and
                  Steffen Herbold and
                  Marc{-}Florian Wendland and
                  Jens Grabowski},
  editor       = {Fredrik Seehusen and
                  Michael Felderer and
                  J{\"{u}}rgen Gro{\ss}mann and
                  Marc{-}Florian Wendland},
  title        = {Improving Security Testing with Usage-Based Fuzz Testing},
  booktitle    = {Risk Assessment and Risk-Driven Testing - Third International Workshop,
                  {RISK} 2015, Berlin, Germany, June 15, 2015. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {9488},
  pages        = {110--119},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-26416-5\_8},
  doi          = {10.1007/978-3-319-26416-5\_8},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/risk/SchneiderHWG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soca/GottscheGHG15,
  author       = {Michael G{\"{o}}ttsche and
                  Fabian Glaser and
                  Steffen Herbold and
                  Jens Grabowski},
  title        = {Automated Deployment and Parallel Execution of Legacy Applications
                  in Cloud Environments (Short Paper)},
  booktitle    = {8th {IEEE} International Conference on Service-Oriented Computing
                  and Applications, {SOCA} 2015, Rome, Italy, October 19-21, 2015},
  pages        = {188--192},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/SOCA.2015.41},
  doi          = {10.1109/SOCA.2015.41},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/soca/GottscheGHG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ita/BrodagHW14,
  author       = {Thomas Brodag and
                  Steffen Herbold and
                  Stephan Waack},
  title        = {A Generalized Model of {PAC} Learning and its Applicability},
  journal      = {{RAIRO} Theor. Informatics Appl.},
  volume       = {48},
  number       = {2},
  pages        = {209--245},
  year         = {2014},
  url          = {https://doi.org/10.1051/ita/2014005},
  doi          = {10.1051/ITA/2014005},
  timestamp    = {Thu, 04 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ita/BrodagHW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icst/HerboldH13,
  author       = {Steffen Herbold and
                  Patrick Harms},
  title        = {AutoQUEST - Automated Quality Engineering of Event-Driven Software},
  booktitle    = {Sixth {IEEE} International Conference on Software Testing, Verification
                  and Validation, {ICST} 2013 Workshops Proceedings, Luxembourg, Luxembourg,
                  March 18-22, 2013},
  pages        = {134--139},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICSTW.2013.23},
  doi          = {10.1109/ICSTW.2013.23},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icst/HerboldH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/Herbold13,
  author       = {Steffen Herbold},
  editor       = {Burak Turhan},
  title        = {Training data selection for cross-project defect prediction},
  booktitle    = {9th International Conference on Predictive Models in Software Engineering,
                  {PROMISE} '13, Baltimore, MD, USA, October 9, 2013},
  pages        = {6:1--6:10},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2499393.2499395},
  doi          = {10.1145/2499393.2499395},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/promise/Herbold13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Herbold12,
  author       = {Steffen Herbold},
  title        = {Usage-based Testing of Event-driven Software},
  school       = {University of G{\"{o}}ttingen},
  year         = {2012},
  url          = {https://nbn-resolving.org/urn:nbn:de:gbv:7-webdoc-3687-6},
  urn          = {urn:nbn:de:gbv:7-webdoc-3687-6},
  timestamp    = {Sat, 17 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/dnb/Herbold12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ac/HerboldBGW12,
  author       = {Steffen Herbold and
                  Uwe B{\"{u}}nting and
                  Jens Grabowski and
                  Stephan Waack},
  title        = {Deployable Capture/Replay Supported by Internal Messages},
  journal      = {Adv. Comput.},
  volume       = {85},
  pages        = {327--367},
  year         = {2012},
  url          = {https://doi.org/10.1016/B978-0-12-396526-4.00007-2},
  doi          = {10.1016/B978-0-12-396526-4.00007-2},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ac/HerboldBGW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/HerboldGW11,
  author       = {Steffen Herbold and
                  Jens Grabowski and
                  Stephan Waack},
  title        = {Calculation and optimization of thresholds for sets of software metrics},
  journal      = {Empir. Softw. Eng.},
  volume       = {16},
  number       = {6},
  pages        = {812--841},
  year         = {2011},
  url          = {https://doi.org/10.1007/s10664-011-9162-z},
  doi          = {10.1007/S10664-011-9162-Z},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ese/HerboldGW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icst/HerboldGWB11,
  author       = {Steffen Herbold and
                  Jens Grabowski and
                  Stephan Waack and
                  Uwe B{\"{u}}nting},
  title        = {Improved Bug Reporting and Reproduction through Non-intrusive {GUI}
                  Usage Monitoring and Automated Replaying},
  booktitle    = {Fourth {IEEE} International Conference on Software Testing, Verification
                  and Validation, {ICST} 2012, Berlin, Germany, 21-25 March, 2011, Workshop
                  Proceedings},
  pages        = {232--241},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICSTW.2011.66},
  doi          = {10.1109/ICSTW.2011.66},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icst/HerboldGWB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssiri/HerboldGW11,
  author       = {Steffen Herbold and
                  Jens Grabowski and
                  Stephan Waack},
  title        = {A Model for Usage-Based Testing of Event-Driven Software},
  booktitle    = {Fifth International Conference on Secure Software Integration and
                  Reliability Improvement, {SSIRI} 2011, 27-29 June, 2011, Jeju Island,
                  Korea - Companion Volume},
  pages        = {172--178},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/SSIRI-C.2011.32},
  doi          = {10.1109/SSIRI-C.2011.32},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssiri/HerboldGW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/stt/HerboldGNW10,
  author       = {Steffen Herbold and
                  Jens Grabowski and
                  Helmut Neukirchen and
                  Stephan Waack},
  title        = {Retrospective Analysis of Software Projects using k-Means Clustering},
  journal      = {Softwaretechnik-Trends},
  volume       = {30},
  number       = {2},
  year         = {2010},
  url          = {http://pi.informatik.uni-siegen.de/stt/30\_2/01\_Fachgruppenberichte/WSR2010/07-herbold+.pdf},
  timestamp    = {Tue, 23 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/stt/HerboldGNW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}