Markus Borg

Software Engineering Researcher

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Category: Workshop Papers

October 6, 2020December 28, 2020mrksbrg

Enabling Image Recognition on Constrained Devices Using Neural Network Pruning and a CycleGAN

July 3, 2020July 17, 2020mrksbrg

Illuminating a Blind Spot in Digitalization – Software Development in Sweden’s Private and Public Sector

September 24, 2019July 15, 2020mrksbrg

Requirements Engineering for Machine Learning: Perspectives from Data Scientists

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

April 22, 2019May 23, 2019mrksbrg

Machine Learning to Guide Performance Testing: An Autonomous Test Framework

January 19, 2019April 27, 2019mrksbrg

Feedback from Operations to Software Development – A DevOps Perspective on Runtime Metrics and Logs

November 5, 2018November 22, 2018mrksbrg

Goal-Oriented Mutation Testing with Focal Methods

May 28, 2018July 13, 2018mrksbrg

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

May 28, 2018July 13, 2018mrksbrg

Automotive Safety and Machine Learning: Initial Results from a Study on How to Adapt the ISO 26262 Safety Standard

April 9, 2018July 15, 2018mrksbrg

Learning-Based Self-Adaptive Assurance of Timing Properties in a Real-Time Embedded System

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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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