Markus Borg

Software Engineering Researcher

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Tag: testing

When I started my PhD studies I identified myself, at least partly, as a researcher in software testing. My supervision was in testing, and I attended a summer school on testing after a few months. I’ve actually gradually lost the connection to the testing community, and actually never attended conferences such as ICST or ISSTA. Still, I’ve published some papers on testing (and V&V in general) and I hope to do more in the future.

August 28, 2019December 28, 2020mrksbrg

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

April 22, 2019May 23, 2019mrksbrg

Machine Learning to Guide Performance Testing: An Autonomous Test Framework

April 11, 2019August 18, 2019mrksbrg

Video Game Development in a Rush: A Survey of the Global Game Jam Participants

April 4, 2019December 28, 2020mrksbrg

Towards Structured Evaluation of Deep Neural Network Supervisors

January 31, 2019August 18, 2019mrksbrg

Safely Entering the Deep: A Review of Verification and Validation for Machine Learning and a Challenge Elicitation in the Automotive Industry

November 5, 2018November 22, 2018mrksbrg

Goal-Oriented Mutation Testing with Focal Methods

October 25, 2018November 6, 2018mrksbrg

Enabling Visual Design Verification Analytics – From Prototype Visualizations to an Analytics Tool Using the Unity Game Engine

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

May 28, 2018July 13, 2018mrksbrg

Learning-based Response Time Analysis in Real-Time Embedded Systems: A Simulation-based Approach

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Recent Publications

  • Making Programming Lab Sessions Mandatory – On Student Work Distribution in a Gamified Project Course on Market-Driven Software Engineering November 11, 2020
  • Enabling Image Recognition on Constrained Devices Using Neural Network Pruning and a CycleGAN October 6, 2020
  • Illuminating a Blind Spot in Digitalization – Software Development in Sweden’s Private and Public Sector July 3, 2020
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