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Markus Borg

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

46

Venues

14

Active years

2012–2025

Best venue rank

A*

Where they publish

Papers

46 indexed papers, newest first.

YearVenueTitleAuthors
2025KESFuseRank: Filtered Vector Search in Multimodal Structured Data.Dimitris Paraschakis, Rasmus Ros, Adam Asaad, Markus Borg, Per Runeson
2025PROFESAI Alignment for Ethical Compliance and Risk Mitigation in Industrial Applications.Rushali Gupta, Qunying Song, Matthias Wagner, Emelie Engstrm, Emma Sderberg, Markus Borg, Per Runeson
2025REA Critical Look at the EU AI Act's Requirements and Affected Systems - Who Must Explain What?Matthias Wagner, Marie-Therese Wittmann, Markus Borg
2024PROFESAI Act High-Risk Requirements Readiness: Industrial Perspectives and Case Company Insights.Matthias Wagner, Rushali Gupta, Markus Borg, Emelie Engstrm, Michal Lysek
2024TechDebtIncreasing, not Diminishing: Investigating the Returns of Highly Maintainable Code.Markus Borg, Ilyana Pruvost, Enys Mones, Adam Tornhill
2023CAINAutomotive Perception Software Development: An Empirical Investigation into Data, Annotation, and Ecosystem Challenges.Hans-Martin Heyn, Khan Mohammad Habibullah, Eric Knauss, Jennifer Horkoff, Markus Borg, Alessia Knauss, Polly Jing Li
2023EASEU Owns the Code That Changes and How Marginal Owners Resolve Issues Slower in Low-Quality Source Code.Markus Borg, Adam Tornhill, Enys Mones
2023ICSTValidation of Mutation Testing in the Safety Critical Industry through a Pilot Study.Sten Vercammen, Markus Borg, Serge Demeyer
2023REFSQRequirements Engineering for Automotive Perception Systems: An Interview Study.Khan Mohammad Habibullah, Hans-Martin Heyn, Gregory Gay, Jennifer Horkoff, Eric Knauss, Markus Borg, Alessia Knauss, Hkan Sivencrona, Polly Jing Li
2022CAINQuality assurance of generative dialog models in an evolving conversational agent used for Swedish language practice.Markus Borg, Johan Bengtsson, Harald sterling, Alexander Hagelborn, Isabella Gagner, Piotr Tomaszewski
2022CAINExploring ML testing in practice: lessons learned from an interactive rapid review with axis communications.Qunying Song, Markus Borg, Emelie Engstrm, Hkan Ard, Sergio Rico
2022ICSECode red: the business impact of code quality - a quantitative study of 39 proprietary production codebases.Adam Tornhill, Markus Borg
2022ICSTUsing Search-Based Software Testing to Guide the Strive for Robust Machine Learning Components: Lessons Learned Across Systems and Simulators in the Mobility Domain.Markus Borg
2021CECPerformance Testing Using a Smart Reinforcement Learning-Driven Test Agent.Mahshid Helali Moghadam, Golrokh Hamidi, Markus Borg, Mehrdad Saadatmand, Markus Bohlin, Bjrn Lisper, Pasqualina Potena
2021ICSTDigital Twins Are Not Monozygotic - Cross-Replicating ADAS Testing in Two Industry-Grade Automotive Simulators.Markus Borg, Raja Ben Abdessalem, Shiva Nejati, Franois-Xavier Jegeden, Donghwan Shin
2021ICSTTest Automation with Grad-CAM Heatmaps - A Future Pipe Segment in MLOps for Vision AI?Markus Borg, Ronald Jabangwe, Simon berg, Arvid Ekblom, Ludwig Hedlund, August Lidfeldt
2021ICSTFlaky Mutants; Another Concern for Mutation Testing.Sten Vercammen, Serge Demeyer, Markus Borg, Robbe Claessens
2020ICSEDo preparatory programming lab sessions contribute to even work distribution in student teams?Markus Borg
2020ICSEIlluminating a Blind Spot in Digitalization - Software Development in Sweden's Private and Public Sector.Markus Borg, Joakim Wernberg, Thomas Olsson, Ulrik Franke, Martin Andersson
2020ICSTPoster: Performance Testing Driven by Reinforcement Learning.Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Bjrn Lisper
2020REFSQPreface: REFSQ 2020 Posters and Tools Track.Markus Borg, Eduard C. Groen
2019ENASETowards New Ways of Evaluating Methods of Supporting Requirements Management and Traceability using Signal-to-Noise Ratio.Krzysztof Wnuk, Markus Borg, Tony Gorschek
2019ICSTMachine Learning to Guide Performance Testing: An Autonomous Test Framework.Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Bjrn Lisper
2019RERequirements Engineering for Machine Learning: Perspectives from Data Scientists.Andreas Vogelsang, Markus Borg
2018ESEMSpeeding up mutation testing via the cloud: lessons learned for further optimisations.Sten Vercammen, Serge Demeyer, Markus Borg, Sigrid Eldh
2018ICSEDigitalization of swedish government agencies: a perspective through the lens of a software development census.Markus Borg, Thomas Olsson, Ulrik Franke, Sad Assar
2018ICSEAutomotive Safety and Machine Learning: Initial Results from a Study on How to Adapt the ISO 26262 Safety Standard.Jens Henriksson, Markus Borg, Cristofer Englund
2018ICSEAdaptive runtime response time control in PLC-based real-time systems using reinforcement learning.Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Bjrn Lisper
2018ICSELearning-based response time analysis in real-time embedded systems: a simulation-based approach.Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Bjrn Lisper
2018ICSTLearning-Based Self-Adaptive Assurance of Timing Properties in a Real-Time Embedded System.Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Bjrn Lisper
2017EASEOn Using Active Learning and Self-training when Mining Performance Discussions on Stack Overflow.Markus Borg, Iben Lennerstad, Rasmus Ros, Elizabeth Bjarnason
2017REPiggybacking on an Autonomous Hauler: Business Models Enabling a System-of-Systems Approach to Mapping an Underground Mine.Markus Borg, Thomas Olsson, John Svensson
2016PROFESAn Industrial Case Study on Measuring the Quality of the Requirements Scoping Process.Krzysztof Wnuk, Markus Borg, Sardar Muhammad Sulaman
2016REFSQTesting Quality Requirements of a System-of-Systems in the Public Sector - Challenges and Potential Remedies.Jacob Larsson, Markus Borg, Thomas Olsson
2016SAFECOMPPractitioners' Perspectives on Change Impact Analysis for Safety-Critical Software - A Preliminary Analysis.Markus Borg, Jose Luis de la Vara, Krzysztof Wnuk
2015ICSE2nd International Workshop on Requirements Engineering and Testing (RET 2015).Elizabeth Bjarnason, Mirko Morandini, Markus Borg, Michael Unterkalmsteiner, Michael Felderer, Matthew Staats
2015ICSTNavigating Information Overload Caused by Automated Testing - a Clustering Approach in Multi-Branch Development.Nicklas Erman, Vanja Tufvesson, Markus Borg, Per Runeson, Anders Ard
2014ESEMA replicated study on duplicate detection: using apache lucene to search among Android defects.Markus Borg, Per Runeson, Jens Johansson, Mika Mntyl
2014ICSTSupporting Regression Test Scoping with Visual Analytics.Emelie Engstrm, Mika Mntyl, Per Runeson, Markus Borg
2014RERevisiting the challenges in aligning RE and V&V: Experiences from the public sector.Jacob Larsson, Markus Borg
2013ESEMIR in Software Traceability: From a Bird's Eye View.Markus Borg, Per Runeson
2013ICSEEnabling traceability reuse for impact analyses: A feasibility study in a safety context.Markus Borg, Orlena Gotel, Krzysztof Wnuk
2013ICSEConfounding factors when conducting industrial replications in requirements engineering.David Callele, Krzysztof Wnuk, Markus Borg
2012EASEEvaluation of traceability recovery in context: A taxonomy for information retrieval tools.Markus Borg, Per Runeson, Lina Broden
2012ENASEFindability through Traceability - A Realistic Application of Candidate Trace Links?.Markus Borg
2012ERTowards Scalable Information Modeling of Requirements Architectures.Krzysztof Wnuk, Markus Borg, Sad Assar