Markus Borg

Software Engineering Researcher

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Tag: experiment

Experiments are central in the software engineering PhD studies at Lund University – the classic textbook by Wohlin et al. was written there. I follow there definition: “Experiment (or controlled experiment) in software engineering is an empirical enquiry that manipulates one factor or variable of the studied setting. Based in randomization, different treatments are applied to or by different subjects, while keeping other variables constant, and measuring the effects on outcome variables. In human-oriented experiments, humans apply different treatments to objects, while in technology-oriented experiments, different technical treatments are applied to different objects” (Wohlin et al. 2012).

April 13, 2021April 14, 2021mrksbrg

Digital Twins Are Not Monozygotic – Cross-Replicating ADAS Testing in Two Industry-Grade Automotive Simulators

November 11, 2020April 13, 2021mrksbrg

Making Programming Lab Sessions Mandatory – On Student Work Distribution in a Gamified Project Course on Market-Driven Software Engineering

August 28, 2019December 28, 2020mrksbrg

Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks

August 27, 2019August 27, 2019mrksbrg

SZZ Unleashed: An Open Implementation of the SZZ Algorithm – Featuring Example Usage in a Study of Just-in-Time Bug Prediction for the Jenkins Project

May 4, 2019May 23, 2019mrksbrg

Towards New Ways of Evaluating Methods of Supporting Requirements Management and Traceability Using Signal-to-Noise Ratio

April 27, 2019April 29, 2019mrksbrg

Performance Issues? Hey DevOps, Mind the Uncertainty!

October 12, 2018October 18, 2018mrksbrg

Speeding up Mutation Testing via the Cloud: Lessons Learned for Further Optimizations

May 29, 2018July 13, 2018mrksbrg

Adaptive Runtime Response Time Control in PLC-based Real-Time Systems using Reinforcement Learning

October 24, 2016July 12, 2018mrksbrg

Supporting Change Impact Analysis Using a Recommendation System: An Industrial Case Study in a Safety-Critical Context

August 1, 2016July 12, 2018mrksbrg

Using Text Clustering to Predict Defect Resolution Time: A Conceptual Replication and an Evaluation of Prediction Accuracy

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Recent Publications

  • Requirements on Technical Debt: Dare to Specify Them! February 20, 2023
  • Pipeline Infrastructure Required to Meet the Requirements on AI December 27, 2022
  • Can RE Help to Better Prepare Industrial AI for the Commercial Scale? October 30, 2022
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