Recent Publications (since 2015)
Book Chapters
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Steffen Herbold, Fabian Trautsch, Patrick Harms, Verena Herbold, Jens GrabowskiExperiences With Replicable Experiments and Replication Kits for Software Engineering Research, 2019
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Philip Makedonski, Verena Herbold, Steffen Herbold, Daniel Honsel, Jens Grabowski, Stephan WaackMining Big Data for Analyzing and Simulating Collaboration Factors Influencing Software Development Decisions, Social Network Analysis: Interdisciplinary Approaches and Case Studies, CRC Press, 2016
Journal Articles
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Steffen HerboldComments on ScottKnottESD in response to “An Empirical Comparison of Model Validation Techniques for Defect Prediction Models”, IEEE Transactions on Software Engineering, 2017
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Fabian Trautsch, Steffen Herbold, Philip Makedonski, Jens GrabowskiAddressing problems with replicability and validity of repository mining studies through a smart data platform, Empirical Software Engineering, Springer, 2017
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Steffen Herbold, Alexander Trautsch, Jens GrabowskiGlobal vs. local models for cross-project defect prediction, Empirical Software Engineering, Springer, 2017
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Steffen Herbold, Andreas HoffmannModel-based testing as a service, International Journal on Software Tools for Technology Transfer, 2017
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Steffen Herbold, Alexander Trautsch, Jens GrabowskiA Comparative Study to Benchmark Cross-project Defect Prediction Approaches, IEEE Transactions on Software Engineering, 2017
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Steffen Herbold, Patrick Harms, Jens GrabowskiCombining usage-based and model-based testing for service-oriented architectures in the industrial practice, International Journal on Software Tools for Technology Transfer, Springer, 2016
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Steffen Herbold, Jens GrabowskiSoftware-Fehlervorhersage: Intelligente Qualitätssicherung durch statistische Methoden, OBJEKTspektrum, 2015
Articles in Conference Proceedings
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Harald Altinger, Steffen Herbold, Friederike Schneemann, Jens Grabowski, Franz WotawaPerformance Tuning for Automotive Software Fault Prediction, 2017 IEEE 24th International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2017
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Xiaowei Wang, Fabian Korte, Steffen Herbold, Jens GrabowskiOn the Relatively Small Impact of Deep Dependencies on Cloud Application Reliability, Proceedings of the 10th IEEE International Conference on Cloud Computing, 2017
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Verena Herbold, Steffen Herbold, Jens GrabowskiLearning from Software Project Histories: Predictive Studies Based on Mining Software Repositories, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part III, 2016
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Fabian Trautsch, Steffen Herbold, Philip Makedonski, Jens GrabowskiAddressing Problems with External Validity of Repository Mining Studies Through a Smart Data Platform, Proceedings of the 13th International Conference on Mining Software Repositories, 13th International Conference on Mining Software Repositories, 2016
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Verena Herbold, Steffen Herbold, Jens GrabowskiHidden 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
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Harald Altinger, Steffen Herbold, Jens Grabowski, Franz WotawaNovel Insights on Cross Project Fault Prediction applied to Automotive Software, Proceedings of the 27th International Conference on Testing Software and Systems, 27th International Conference on Testing Software and Systems (ICTSS), 2015
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Steffen HerboldCrossPare: A Tool for Benchmarking Cross-Project Defect Predictions, Proceedings of the 4th International Workshop on Software Mining, The 4th International Workshop on Software Mining, 2015
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Verena Herbold, Daniel Honsel, Steffen Herbold, Jens Grabowski, Stephan WaackMining Software Dependency Networks for Agent-Based Simulation of Software Evolution, 2015 30th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW), The 4th International Workshop on Software Mining, 2015
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Martin Schneider, Steffen Herbold, Marc-Florian Wendland, Jens GrabowskiImproving Security Testing With Usage-Based Fuzz Testing, 3rd International Workshop on Risk Assessment and Risk-driven Testing, 3rd International Workshop on Risk Assessment and Risk-driven Testing, 2015
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Verena Herbold, Steffen Herbold, Jens GrabowskiIntuition vs. Truth: Evaluation of Common Myths about StackOverflow Posts, 2015 IEEE/ACM 12th Working Conference on Mining Software Repositories, 2015
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Steffen Herbold, Alberto De Francesco, Jens Grabowski, Patrick Harms, Lom Messan Hillah, Fabrice Kordon, Ariele-Paolo Maesano, Libero Maesano, Claudia Di Napoli, Fabio de Rosa, Martin Schneider, Nicola Tonellotto, Marc-Florian Wendland, Pierre-Henri WuilleminThe MIDAS Cloud Platform for Testing SOA Applications, The 8th IEEE International Conference on Software Testing, Verification and Validation, 2015
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Michael Göttsche, Fabian Korte, Steffen Herbold, Jens GrabowskiAutomated Deployment and Parallel Execution of Legacy Applications in Cloud Environments, The 8th IEEE International Conference on Service Oriented Computing & Applications, The 8th IEEE International Conference on Service Oriented Computing & Applications, 2015
Presentations
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Xiaowei Wang, Fabian Korte, Steffen Herbold, Jens GrabowskiUsing Monte Carlo Simulation for Reliability Assessment of Cloud Applications, 2017
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Steffen Herbold, Patrick Harms, Jens GrabowskiEnhancing Test Models by Incorporating Monitored Usage Information, presented at 3rd User Conference on Advanced Automated Testing (UCAAT), 2015
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Martin Schneider, Steffen HerboldEffizientere IT-Sicherheitstest mit Hilfe von Usage-based Testing, presented at 37th Meeting of the GI-Fachgruppe Test, Analyse & Verification of Software, 37. Treffen der GI-Fachgruppe Test, Analyse & Verifikation von Software (TAV), 2015
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