Steffen Herbold
Orcid: 0000-0001-9765-2803
According to our database1,
Steffen Herbold
authored at least 78 papers
between 2010 and 2023.
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Bibliography
2023
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.
Empir. Softw. Eng., June, 2023
On the Validity of Pre-Trained Transformers for Natural Language Processing in the Software Engineering Domain.
IEEE Trans. Software Eng., April, 2023
What really changes when developers intend to improve their source code: a commit-level study of static metric value and static analysis warning changes.
Empir. Softw. Eng., March, 2023
Differential testing for machine learning: an analysis for classification algorithms beyond deep learning.
Empir. Softw. Eng., March, 2023
CoRR, 2023
AI, write an essay for me: A large-scale comparison of human-written versus ChatGPT-generated essays.
CoRR, 2023
Understanding issues related to personal data and data protection in open source projects on GitHub.
CoRR, 2023
An exploratory study of bug-introducing changes: what happens when bugs are introduced in open source software?
CoRR, 2023
What are the Machine Learning best practices reported by practitioners on Stack Exchange?
CoRR, 2023
On Using Information Retrieval to Recommend Machine Learning Good Practices for Software Engineers.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023
Problems with with SZZ and Features: An empirical assessment of the state of practice of defect prediction data collection.
Proceedings of the Software Engineering 2023, 2023
On the Impact of Reconstruction and Context for Argument Prediction in Natural Debate.
Proceedings of the 10th Workshop on Argument Mining, 2023
2022
Exploring the relationship between performance metrics and cost saving potential of defect prediction models.
Empir. Softw. Eng., 2022
Problems with SZZ and features: An empirical study of the state of practice of defect prediction data collection.
Empir. Softw. Eng., 2022
Empir. Softw. Eng., 2022
Empir. Softw. Eng., 2022
Studying the explanations for the automated prediction of bug and non-bug issues using LIME and SHAP.
CoRR, 2022
Proceedings of the 2022 IEEE/ACM 1st International Workshop on Natural Language-Based Software Engineering (NLBSE 2022), 2022
2021
IEEE Trans. Software Eng., 2021
J. Syst. Softw., 2021
Are automated static analysis tools worth it? An investigation into relative warning density and external software quality.
CoRR, 2021
On the differences between quality increasing and other changes in open source Java projects.
CoRR, 2021
A new perspective on the competent programmer hypothesis through the reproduction of bugs with repeated mutations.
CoRR, 2021
Exploring the relationship between performance metrics and cost saving potential of defect prediction models.
CoRR, 2021
Proceedings of the Software Engineering 2021, 2021
2020
Are unit and integration test definitions still valid for modern Java projects? An empirical study on open-source projects.
J. Syst. Softw., 2020
J. Open Source Softw., 2020
GIMO: A multi-objective anytime rule mining system to ease iterative feedback from domain experts.
Expert Syst. Appl. X, 2020
A longitudinal study of static analysis warning evolution and the effects of PMD on software quality in Apache open source projects.
Empir. Softw. Eng., 2020
Empir. Softw. Eng., 2020
Empir. Softw. Eng., 2020
Automatic source localization and spectra generation from deconvolved beamforming maps.
CoRR, 2020
Large-Scale Manual Validation of Bug Fixing Commits: A Fine-grained Analysis of Tangling.
CoRR, 2020
CoRR, 2020
Proceedings of the MSR '20: 17th International Conference on Mining Software Repositories, 2020
Static source code metrics and static analysis warnings for fine-grained just-in-time defect prediction.
Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2020
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Companion Volume, Seoul, South Korea, 27 June, 2020
Proceedings of the ICSE-NIER 2020: 42nd International Conference on Software Engineering, New Ideas and Emerging Results, Seoul, South Korea, 27 June, 2020
2019
Correction of "A Comparative Study to Benchmark Cross-Project Defect Prediction Approaches".
IEEE Trans. Software Eng., 2019
Issues with SZZ: An empirical assessment of the state of practice of defect prediction data collection.
CoRR, 2019
Chapter Seven - Experiences With Replicable Experiments and Replication Kits for Software Engineering Research.
Adv. Comput., 2019
2018
IEEE Trans. Software Eng., 2018
Addressing problems with replicability and validity of repository mining studies through a smart data platform.
Empir. Softw. Eng., 2018
A Multi-Objective Anytime Rule Mining System to Ease Iterative Feedback from Domain Experts.
CoRR, 2018
An Industrial Case Study on Shrinking Code Review Changesets through Remark Prediction.
CoRR, 2018
CoRR, 2018
2017
Comments on ScottKnottESD in Response to "An Empirical Comparison of Model Validation Techniques for Defect Prediction Models".
IEEE Trans. Software Eng., 2017
Combining usage-based and model-based testing for service-oriented architectures in the industrial practice.
Int. J. Softw. Tools Technol. Transf., 2017
Empir. Softw. Eng., 2017
Proceedings of the IEEE 24th International Conference on Software Analysis, 2017
On the Relatively Small Impact of Deep Dependencies on Cloud Application Reliability.
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017
2016
Hidden Markov Models for the Prediction of Developer Involvement Dynamics and Workload.
Proceedings of the The 12th International Conference on Predictive Models and Data Analytics in Software Engineering, 2016
Learning from Software Project Histories - Predictive Studies Based on Mining Software Repositories.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Adressing problems with external validity of repository mining studies through a smart data platform.
Proceedings of the 13th International Conference on Mining Software Repositories, 2016
2015
Softwaretechnik-Trends, 2015
Automated Deployment and Parallel Execution of Legacy Applications in Cloud Environments (Short Paper).
Proceedings of the 8th IEEE International Conference on Service-Oriented Computing and Applications, 2015
Proceedings of the Risk Assessment and Risk-Driven Testing - Third International Workshop, 2015
Proceedings of the Testing Software and Systems, 2015
Proceedings of the 12th IEEE/ACM Working Conference on Mining Software Repositories, 2015
Mining Software Dependency Networks for Agent-Based Simulation of Software Evolution.
Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering Workshops, 2015
Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering Workshops, 2015
Proceedings of the 8th IEEE International Conference on Software Testing, 2015
2014
RAIRO Theor. Informatics Appl., 2014
2013
Proceedings of the 9th International Conference on Predictive Models in Software Engineering, 2013
Proceedings of the Sixth IEEE International Conference on Software Testing, 2013
2012
2011
Empir. Softw. Eng., 2011
Proceedings of the Fifth International Conference on Secure Software Integration and Reliability Improvement, 2011
Improved Bug Reporting and Reproduction through Non-intrusive GUI Usage Monitoring and Automated Replaying.
Proceedings of the Fourth IEEE International Conference on Software Testing, 2011
2010
Softwaretechnik-Trends, 2010