Markus Borg
Orcid: 0000-0001-7879-4371Affiliations:
- CodeScene AB, Malmö, Sweden
- RISE Research Institutes of Sweden AB, Lund, Sweden (former)
According to our database1,
Markus Borg
authored at least 122 papers
between 2007 and 2024.
Collaborative distances:
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Online presence:
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on sics.se
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on twitter.com
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on publons.com
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on orcid.org
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on github.com
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on mrksbrg.com
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Artificial Intelligence for Safety-Critical Systems in Industrial and Transportation Domains: A Survey.
ACM Comput. Surv., July, 2024
Machine learning testing in an ADAS case study using simulation-integrated bio-inspired search-based testing.
J. Softw. Evol. Process., May, 2024
Requirements and software engineering for automotive perception systems: an interview study.
Requir. Eng., March, 2024
Mach. Learn., February, 2024
Softw. Test. Verification Reliab., January, 2024
IEEE Softw., 2024
Quality Requirements for Code: On the Untapped Potential in Maintainability Specifications.
CoRR, 2024
Proceedings of the 7th ACM/IEEE International Conference on Technical Debt, 2024
2023
Ergo, SMIRK is safe: a safety case for a machine learning component in a pedestrian automatic emergency brake system.
Softw. Qual. J., June, 2023
Softw. Impacts, May, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2023
Validation of Mutation Testing in the Safety Critical Industry through a Pilot Study.
Proceedings of the IEEE International Conference on Software Testing, Verification and Validation, ICST 2023, 2023
U Owns the Code That Changes and How Marginal Owners Resolve Issues Slower in Low-Quality Source Code.
Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering, 2023
Automotive Perception Software Development: An Empirical Investigation into Data, Annotation, and Ecosystem Challenges.
Proceedings of the 2nd IEEE/ACM International Conference on AI Engineering, 2023
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2023
2022
An autonomous performance testing framework using self-adaptive fuzzy reinforcement learning.
Softw. Qual. J., 2022
SMIRK: A machine learning-based pedestrian automatic emergency braking system with a complete safety case.
Softw. Impacts, 2022
Adopting Automated Bug Assignment in Practice: A Longitudinal Case Study at Ericsson.
CoRR, 2022
Proceedings of the Lean and Agile Software Development - 6th International Conference, 2022
Using Search-Based Software Testing to Guide the Strive for Robust Machine Learning Components: Lessons Learned Across Systems and Simulators in the Mobility Domain.
Proceedings of the 15th IEEE International Conference on Software Testing, 2022
Code red: the business impact of code quality - a quantitative study of 39 proprietary production codebases.
Proceedings of the TechDebt '22: International Conference on Technical Debt, 2022
Exploring ML testing in practice: lessons learned from an interactive rapid review with axis communications.
Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI, 2022
Quality assurance of generative dialog models in an evolving conversational agent used for Swedish language practice.
Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI, 2022
2021
Towards evidence-based decision-making for identification and usage of assets in composite software: A research roadmap.
J. Softw. Evol. Process., 2021
Inf. Softw. Technol., 2021
Adopting Automated Bug Assignment in Practice - A Registered Report of an Industrial Case Study.
CoRR, 2021
Efficient and Effective Generation of Test Cases for Pedestrian Detection - Search-based Software Testing of Baidu Apollo in SVL.
CoRR, 2021
Challenges of Adopting SAFe in the Banking Industry - A Study Two Years After Its Introduction.
Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2021
The AIQ Meta-Testbed: Pragmatically Bridging Academic AI Testing and Industrial Q Needs.
Proceedings of the Software Quality: Future Perspectives on Software Engineering Quality, 2021
Proceedings of the 14th IEEE/ACM International Workshop on Search-Based Software Testing, 2021
Proceedings of the 14th IEEE International Conference on Software Testing, 2021
Test Automation with Grad-CAM Heatmaps - A Future Pipe Segment in MLOps for Vision AI?
Proceedings of the 14th IEEE International Conference on Software Testing, 2021
Digital Twins Are Not Monozygotic - Cross-Replicating ADAS Testing in Two Industry-Grade Automotive Simulators.
Proceedings of the 14th IEEE Conference on Software Testing, Verification and Validation, 2021
Exploring the Assessment List for Trustworthy AI in the Context of Advanced Driver-Assistance Systems.
Proceedings of the 2nd IEEE/ACM International Workshop on Ethics in Software Engineering Research and Practice, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Efficient and Effective Generation of Test Cases for Pedestrian Detection - Search-based Software Testing of Baidu Apollo in SVL.
Proceedings of the 2021 IEEE International Conference on Artificial Intelligence Testing, 2021
2020
IEEE Trans. Games, 2020
Softw. Qual. J., 2020
Practical relevance of software engineering research: synthesizing the community's voice.
Empir. Softw. Eng., 2020
Proceedings of the Joint Proceedings of REFSQ-2020 Workshops, 2020
Enabling Image Recognition on Constrained Devices Using Neural Network Pruning and a CycleGAN.
Proceedings of the IoT '20 Companion: 10th International Conference on the Internet of Things Companion, 2020
Proceedings of the 13th IEEE International Conference on Software Testing, 2020
Illuminating a Blind Spot in Digitalization - Software Development in Sweden's Private and Public Sector.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020
Do preparatory programming lab sessions contribute to even work distribution in student teams?
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Companion Volume, Seoul, South Korea, 27 June, 2020
Making Lab Sessions Mandatory - on Student Work Distribution in a Gamified Project Course on Market-Driven Software Engineering.
Proceedings of the 32nd IEEE Conference on Software Engineering Education and Training, 2020
2019
Summary of the 5th International Workshop on Requirements Engineering and Testing (RET 2018).
ACM SIGSOFT Softw. Eng. Notes, 2019
Selecting component sourcing options: A survey of software engineering's broader make-or-buy decisions.
Inf. Softw. Technol., 2019
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.
Proceedings of the 3rd ACM SIGSOFT International Workshop on Machine Learning Techniques for Software Quality Evaluation, 2019
Proceedings of the 27th IEEE International Requirements Engineering Conference Workshops, 2019
Proceedings of the 2019 IEEE International Conference on Software Testing, 2019
Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks.
Proceedings of the 45th Euromicro Conference on Software Engineering and Advanced Applications, 2019
Sharing of Vulnerability Information Among Companies - A Survey of Swedish Companies.
Proceedings of the 45th Euromicro Conference on Software Engineering and Advanced Applications, 2019
Towards New Ways of Evaluating Methods of Supporting Requirements Management and Traceability using Signal-to-Noise Ratio.
Proceedings of the 14th International Conference on Evaluation of Novel Approaches to Software Engineering, 2019
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019
2018
ACM SIGSOFT Softw. Eng. Notes, 2018
Safely Entering the Deep: A Review of Verification and Validation for Machine Learning and a Challenge Elicitation in the Automotive Industry.
CoRR, 2018
CoRR, 2018
Enabling Visual Design Verification Analytics - From Prototype Visualizations to an Analytics Tool using the Unity Game Engine.
CoRR, 2018
Proceedings of the 9th ACM SIGSOFT International Workshop on Automating TEST Case Design, 2018
Feedback from Operations to Software Development - A DevOps Perspective on Runtime Metrics and Logs.
Proceedings of the Software Engineering Aspects of Continuous Development and New Paradigms of Software Production and Deployment, 2018
Learning-Based Self-Adaptive Assurance of Timing Properties in a Real-Time Embedded System.
Proceedings of the 2018 IEEE International Conference on Software Testing, 2018
Learning-based response time analysis in real-time embedded systems: a simulation-based approach.
Proceedings of the 1st International Workshop on Software Qualities and Their Dependencies, 2018
Adaptive runtime response time control in PLC-based real-time systems using reinforcement learning.
Proceedings of the 13th International Conference on Software Engineering for Adaptive and Self-Managing Systems, 2018
Automotive Safety and Machine Learning: Initial Results from a Study on How to Adapt the ISO 26262 Safety Standard.
Proceedings of the 1st IEEE/ACM International Workshop on Software Engineering for AI in Autonomous Systems, 2018
Digitalization of swedish government agencies: a perspective through the lens of a software development census.
Proceedings of the 40th International Conference on Software Engineering: Software Engineering in Society, 2018
Component Selection in Software Engineering - Which Attributes are the Most Important in the Decision Process?
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018
Speeding up mutation testing via the cloud: lessons learned for further optimisations.
Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2018
2017
Supporting Change Impact Analysis Using a Recommendation System: An Industrial Case Study in a Safety-Critical Context.
IEEE Trans. Software Eng., 2017
IEEE Softw., 2017
Summary of the 4th International Workshop on Requirements Engineering and Testing (RET 2017).
ACM SIGSOFT Softw. Eng. Notes, 2017
From LiDAR to Underground Maps via 5G - Business Models Enabling a System-of-Systems Approach to Mapping the Kankberg Mine.
CoRR, 2017
Piggybacking on an Autonomous Hauler: Business Models Enabling a System-of-Systems Approach to Mapping an Underground Mine.
Proceedings of the 25th IEEE International Requirements Engineering Conference, 2017
Software engineers' information seeking behavior in change impact analysis: an interview study.
Proceedings of the 25th International Conference on Program Comprehension, 2017
On Using Active Learning and Self-training when Mining Performance Discussions on Stack Overflow.
Proceedings of the 21st International Conference on Evaluation and Assessment in Software Engineering, 2017
2016
IEEE Trans. Software Eng., 2016
Tiny Trans. Comput. Sci., 2016
TuneR: a framework for tuning software engineering tools with hands-on instructions in R.
J. Softw. Evol. Process., 2016
Summary of the 3rd International Workshop on Requirements Engineering and Testing (RET 2016): [Co-located with REFSQ 2016].
ACM SIGSOFT Softw. Eng. Notes, 2016
A multi-case study of agile requirements engineering and the use of test cases as requirements.
Inf. Softw. Technol., 2016
Automated bug assignment: Ensemble-based machine learning in large scale industrial contexts.
Empir. Softw. Eng., 2016
Using text clustering to predict defect resolution time: a conceptual replication and an evaluation of prediction accuracy.
Empir. Softw. Eng., 2016
Advancing Trace Recovery Evaluation - Applied Information Retrieval in a Software Engineering Context.
CoRR, 2016
Proceedings of the 1st International Workshop on Decision Making in Software ARCHitecture, 2016
Practitioners' Perspectives on Change Impact Analysis for Safety-Critical Software - A Preliminary Analysis.
Proceedings of the Computer Safety, Reliability, and Security, 2016
Testing Quality Requirements of a System-of-Systems in the Public Sector - Challenges and Potential Remedies.
Proceedings of the Joint Proceedings of REFSQ-2016 Workshops, 2016
An Industrial Case Study on Measuring the Quality of the Requirements Scoping Process.
Proceedings of the Product-Focused Software Process Improvement, 2016
2015
From Bugs to Decision Support - Leveraging Historical Issue Reports in Software Evolution.
PhD thesis, 2015
Tiny Trans. Comput. Sci., 2015
Summary of 2nd International Workshop on Requirements Engineering and Testing (RET 2015): Co-located with ICSE 2015.
ACM SIGSOFT Softw. Eng. Notes, 2015
Proceedings of the Agile Processes, in Software Engineering, and Extreme Programming, 2015
Navigating Information Overload Caused by Automated Testing - a Clustering Approach in Multi-Branch Development.
Proceedings of the 8th IEEE International Conference on Software Testing, 2015
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015
2014
Recovering from a decade: a systematic mapping of information retrieval approaches to software traceability.
Empir. Softw. Eng., 2014
Challenges and practices in aligning requirements with verification and validation: a case study of six companies.
Empir. Softw. Eng., 2014
Workshop Summary of the 1st International Workshop on Requirements and Testing (RET'14).
CoRR, 2014
Revisiting the challenges in aligning RE and V&V: Experiences from the public sector.
Proceedings of the 1st IEEE International Workshop on Requirements Engineering and Testing, 2014
Embrace your issues: compassing the software engineering landscape using bug reports.
Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014
Proceedings of the Seventh IEEE International Conference on Software Testing, 2014
Development of Safety-Critical Software Systems Using Open Source Software - A Systematic Map.
Proceedings of the 40th EUROMICRO Conference on Software Engineering and Advanced Applications, 2014
A replicated study on duplicate detection: using apache lucene to search among Android defects.
Proceedings of the 2014 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2014
Proceedings of the Recommendation Systems in Software Engineering, 2014
2013
Confounding factors when conducting industrial replications in requirements engineering.
Proceedings of the 1st International Workshop on Conducting Empirical Studies in Industry, 2013
Enabling traceability reuse for impact analyses: A feasibility study in a safety context.
Proceedings of the 7th International Workshop on Traceability in Emerging Forms of Software Engineering, 2013
Proceedings of the 2013 ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2013
Proceedings of the 17th European Conference on Software Maintenance and Reengineering, 2013
2012
Proceedings of the Advances in Conceptual Modeling, 2012
Findability through Traceability - A Realistic Application of Candidate Trace Links?.
Proceedings of the ENASE 2012, 2012
Evaluation of traceability recovery in context: A taxonomy for information retrieval tools.
Proceedings of the 16th International Conference on Evaluation & Assessment in Software Engineering, 2012
Industrial Comparability of Student Artifacts in Traceability Recovery Research - An Exploratory Survey.
Proceedings of the 16th European Conference on Software Maintenance and Reengineering, 2012
2011
Proceedings of the 15th European Conference on Software Maintenance and Reengineering, 2011
2007
Proceedings of the 16th Nordic Conference of Computational Linguistics, 2007