Markus Borg

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 147

Top Venues

CoRR

IEEE Softw.

Empir. Softw. Eng.

ACM SIGSOFT Softw. Eng. Notes

Lund University, Sweden (PHD)

Education History

Lund University, Sweden

PHD

Publications

John Pavlopoulos, Alv Romell, Jacob Curman, Olof Steinert, Tony Lindgren, Markus Borg, Korbinian Randl
Automotive fault nowcasting with machine learning and natural language processing. Mach. Learn. 113 (2) (2024)
Mahshid Helali Moghadam, Markus Borg, Mehrdad Saadatmand, Seyed Jalaleddin Mousavirad, Markus Bohlin, Björn Lisper
Machine learning testing in an ADAS case study using simulation-integrated bio-inspired search-based testing. J. Softw. Evol. Process. 36 (5) (2024)
Jon Pérez-Cerrolaza, Jaume Abella, Markus Borg, Carlo Donzella, Jesús Cerquides, Francisco J. Cazorla, Cristofer Englund, Markus Tauber, George Nikolakopoulos, Jose Luis Flores
Artificial Intelligence for Safety-Critical Systems in Industrial and Transportation Domains: A Survey. ACM Comput. Surv. 56 (7) (2024)
Markus Borg
Requirements Engineering and Large Language Models: Insights From a Panel. IEEE Softw. 41 (2) (2024)
Markus Borg, Ilyana Pruvost, Enys Mones, Adam Tornhill
Increasing, not Diminishing: Investigating the Returns of Highly Maintainable Code. CoRR (2024)
Jens Henriksson, Christian Berger, Stig Ursing, Markus Borg
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets. CoRR (2024)
Matthias Wagner, Markus Borg, Per Runeson
Navigating the Upcoming European Union AI Act. IEEE Softw. 41 (1) (2024)
Markus Borg, Leif Jonsson, Emelie Engström, Béla Bartalos, Attila Szabó
Adopting automated bug assignment in practice - a longitudinal case study at Ericsson. Empir. Softw. Eng. 29 (5) (2024)
Markus Borg, Daniel Graziotin
Requirements for Organizational Resilience: Engineering Developer Happiness. IEEE Softw. 41 (4) (2024)
Markus Borg, Ilyana Pruvost, Enys Mones, Adam Tornhill
Increasing, not Diminishing: Investigating the Returns of Highly Maintainable Code. TechDebt@ICSE (2024)
Markus Borg, Daniel Graziotin
Requirements for Organizational Resilience: Engineering Developer Happiness. CoRR (2024)
Khan Mohammad Habibullah, Hans-Martin Heyn, Gregory Gay, Jennifer Horkoff, Eric Knauss, Markus Borg, Alessia Knauss, Håkan Sivencrona, Polly Jing Li
Requirements and software engineering for automotive perception systems: an interview study. Requir. Eng. 29 (1) (2024)
Markus Borg
Quality Requirements for Code: On the Untapped Potential in Maintainability Specifications. CoRR (2024)
Sten Vercammen, Serge Demeyer, Markus Borg, Niklas Pettersson, Görel Hedin
Mutation testing optimisations using the Clang front-end. Softw. Test. Verification Reliab. 34 (1) (2024)
Jens Henriksson, Christian Berger, Stig Ursing, Markus Borg
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets. AITest (2023)
Sten Vercacmmen, Markus Borg, Serge Demeyer
Validation of Mutation Testing in the Safety Critical Industry through a Pilot Study. ICSTW (2023)
Markus Borg, Adam Tornhill, Enys Mones
U Owns the Code That Changes and How Marginal Owners Resolve Issues Slower in Low-Quality Source Code. EASE (2023)
Khan Mohammad Habibullah, Hans-Martin Heyn, Gregory Gay, Jennifer Horkoff, Eric Knauss, Markus Borg, Alessia Knauss, Håkan Sivencrona, Polly Jing Li
Requirements Engineering for Automotive Perception Systems: An Interview Study. REFSQ (2023)
Michael Unterkalmsteiner, Gregory Gay, Michael Felderer, Elizabeth Bjarnason, Markus Borg, Mirko Morandini
Summary of the 3rd International Workshop on Requirements Engineering and Testing. CoRR (2023)
Markus Borg, Emil Aasa, Khashayar Etemadi, Martin Monperrus
Human, What Must I Tell You? IEEE Softw. 40 (3) (2023)
Markus Borg, Jens Henriksson, Kasper Socha, Olof Lennartsson, Elias Sonnsjö Lönegren, Thanh Bui, Piotr Tomaszewski, Sankar Raman Sathyamoorthy, Sebastian Brink, Mahshid Helali Moghadam
Ergo, SMIRK is safe: a safety case for a machine learning component in a pedestrian automatic emergency brake system. Softw. Qual. J. 31 (2) (2023)
Elizabeth Bjarnason, Michael Unterkalmsteiner, Markus Borg, Emelie Engström
A multi-case study of agile requirements engineering and the use of test cases as requirements. CoRR (2023)
Markus Borg, Elizabeth Bjarnason, Michael Unterkalmsteiner, Tingting Yu, Gregory Gay, Michael Felderer
Summary of the 4th International Workshop on Requirements Engineering and Testing (RET 2017). CoRR (2023)
Elizabeth Bjarnason, Mirko Morandini, Markus Borg, Michael Unterkalmsteiner, Michael Felderer, Matthew Staats
Summary of 2nd International Workshop on Requirements Engineering and Testing (RET). CoRR (2023)
Markus Borg
Requirements on Technical Debt: Dare to Specify Them! IEEE Softw. 40 (2) (2023)
Markus Borg, Adam Tornhill, Enys Mones
U Owns the Code That Changes and How Marginal Owners Resolve Issues Slower in Low-Quality Source Code. CoRR (2023)
Hans-Martin Heyn, Khan Mohammad Habibullah, Eric Knauss, Jennifer Horkoff, Markus Borg, Alessia Knauss, Polly Jing Li
Automotive Perception Software Development: An Empirical Investigation into Data, Annotation, and Ecosystem Challenges. CAIN (2023)
Markus Borg
Pipeline Infrastructure Required to Meet the Requirements on AI. IEEE Softw. 40 (1) (2023)
Elizabeth Bjarnason, Per Runeson, Markus Borg, Michael Unterkalmsteiner, Emelie Engström, Björn Regnell, Giedre Sabaliauskaite, Annabella Loconsole, Tony Gorschek, Robert Feldt
Challenges and Practices in Aligning Requirements with Verification and Validation: A Case Study of Six Companies. CoRR (2023)
Sten Vercammen, Serge Demeyer, Markus Borg
F-ASTMut mutation optimisations techniques using the Clang front-end. Softw. Impacts 16 (2023)
Hans-Martin Heyn, Khan Mohammad Habibullah, Eric Knauss, Jennifer Horkoff, Markus Borg, Alessia Knauss, Polly Jing Li
Automotive Perception Software Development: An Empirical Investigation into Data, Annotation, and Ecosystem Challenges. CoRR (2023)
Elizabeth Bjarnason, Michael Unterkalmsteiner, Emelie Engström, Markus Borg
An Industrial Case Study on Test Cases as Requirements. CoRR (2023)
Khan Mohammad Habibullah, Hans-Martin Heyn, Gregory Gay, Jennifer Horkoff, Eric Knauss, Markus Borg, Alessia Knauss, Håkan Sivencrona, Polly Jing Li
Requirements Engineering for Automotive Perception Systems: an Interview Study. CoRR (2023)
Qunying Song, Markus Borg, Emelie Engström, Håkan Ardö, Sergio Rico
Exploring ML testing in practice - Lessons learned from an interactive rapid review with Axis Communications. CoRR (2022)
Boris Scharinger, Markus Borg, Andreas Vogelsang, Thomas Olsson
Can RE Help Better Prepare Industrial AI for Commercial Scale? IEEE Softw. 39 (6) (2022)
Markus Borg, Leif Jonsson, Emelie Engström, Béla Bartalos, Attila Szabó
Adopting Automated Bug Assignment in Practice: A Longitudinal Case Study at Ericsson. CoRR (2022)
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, Cristofer Englund
Performance Analysis of Out-of-Distribution Detection on Trained Neural Networks. CoRR (2022)
Qunying Song, Markus Borg, Emelie Engström, Håkan Ardö, Sergio Rico
Exploring ML testing in practice: lessons learned from an interactive rapid review with axis communications. CAIN (2022)
Sarah Gregory, Markus Borg
Looking Back, Moving Forward: A Handover. IEEE Softw. 39 (5) (2022)
Adam Tornhill, Markus Borg
Code Red: The Business Impact of Code Quality - A Quantitative Study of 39 Proprietary Production Codebases. CoRR (2022)
Mahshid Helali Moghadam, Markus Borg, Mehrdad Saadatmand, Seyed Jalaleddin Mousavirad, Markus Bohlin, Björn Lisper
Machine Learning Testing in an ADAS Case Study Using Simulation-Integrated Bio-Inspired Search-Based Testing. CoRR (2022)
Markus Borg, Jens Henriksson, Kasper Socha, Olof Lennartsson, Elias Sonnsjö Lönegren, Thanh Bui, Piotr Tomaszewski, Sankar Raman Sathyamoorthy, Sebastian Brink, Mahshid Helali Moghadam
Ergo, SMIRK is Safe: A Safety Case for a Machine Learning Component in a Pedestrian Automatic Emergency Brake System. CoRR (2022)
Kasper Socha, Markus Borg, Jens Henriksson
SMIRK: A machine learning-based pedestrian automatic emergency braking system with a complete safety case. Softw. Impacts 13 (2022)
Sten Vercammen, Serge Demeyer, Markus Borg, Niklas Pettersson, Görel Hedin
Mutation Testing Optimisations using the Clang Front-end. CoRR (2022)
John Pavlopoulos, Alv Romell, Jacob Curman, Olof Steinert, Tony Lindgren, Markus Borg
Automotive Multilingual Fault Diagnosis. CoRR (2022)
Markus Borg, Johan Bengtsson, Harald Österling, Alexander Hagelborn, Isabella Gagner, Piotr Tomaszewski
Quality Assurance of Generative Dialog Models in an Evolving Conversational Agent Used for Swedish Language Practice. CoRR (2022)
Markus Borg, Johan Bengtsson, Harald Österling, Alexander Hagelborn, Isabella Gagner, Piotr Tomaszewski
Quality assurance of generative dialog models in an evolving conversational agent used for Swedish language practice. CAIN (2022)
Markus Borg
Using Search-Based Software Testing to Guide the Strive for Robust Machine Learning Components: Lessons Learned Across Systems and Simulators in the Mobility Domain. ICST Workshops (2022)
Markus Borg
Agility in Software 2.0 - Notebook Interfaces and MLOps with Buttresses and Rebars. LASD (2022)
Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
An autonomous performance testing framework using self-adaptive fuzzy reinforcement learning. Softw. Qual. J. 30 (1) (2022)
Adam Tornhill, Markus Borg
Code red: the business impact of code quality - a quantitative study of 39 proprietary production codebases. TechDebt@ICSE (2022)
Claes Wohlin, Efi Papatheocharous, Jan Carlson, Kai Petersen, Emil Alégroth, Jakob Axelsson, Deepika Badampudi, Markus Borg, Antonio Cicchetti, Federico Ciccozzi, Thomas Olsson, Séverine Sentilles, Mikael Svahnberg, Krzysztof Wnuk, Tony Gorschek
Towards evidence-based decision-making for identification and usage of assets in composite software: A research roadmap. J. Softw. Evol. Process. 33 (6) (2021)
Sten Vercammen, Serge Demeyer, Markus Borg, Robbe Claessens
Flaky Mutants; Another Concern for Mutation Testing. ICST Workshops (2021)
Markus Borg, Joshua Bronson, Linus Christensson, Fredrik Olsson, Olof Lennartsson, Elias Sonnsjö, Hamid Ebabi, Martin Karsberg
Exploring the Assessment List for Trustworthy AI in the Context of Advanced Driver-Assistance Systems. CoRR (2021)
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, Cristofer Englund
Performance analysis of out-of-distribution detection on trained neural networks. Inf. Softw. Technol. 130 (2021)
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, Cristofer Englund
Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks. CoRR (2021)
Mahshid Helali Moghadam, Golrokh Hamidi, Markus Borg, Mehrdad Saadatmand, Markus Bohlin, Björn Lisper, Pasqualina Potena
Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent. CEC (2021)
Mahshid Helali Moghadam, Markus Borg, Seyed Jalaleddin Mousavirad
Deeper at the SBST 2021 Tool Competition: ADAS Testing Using Multi-Objective Search. SBST@ICSE (2021)
Markus Borg, Raja Ben Abdessalem, Shiva Nejati, François-Xavier Jegeden, Donghwan Shin
Digital Twins Are Not Monozygotic - Cross-Replicating ADAS Testing in Two Industry-Grade Automotive Simulators. ICST (2021)
Piotr Tomaszewski, Shun Yu, Markus Borg, Jerk Rönnols
Machine Learning-Assisted Analysis of Small Angle X-ray Scattering. CoRR (2021)
Hamid Ebabi, Mahshid Helali Moghadam, Markus Borg, Gregory Gay, Afonso Fontes, Kasper Socha
Efficient and Effective Generation of Test Cases for Pedestrian Detection - Search-based Software Testing of Baidu Apollo in SVL. CoRR (2021)
Sara Nilsson Tengstrand, Piotr Tomaszewski, Markus Borg, Ronald Jabangwe
Challenges of Adopting SAFe in the Banking Industry - A Study Two Years after its Introduction. CoRR (2021)
Markus Borg
The AIQ Meta-Testbed: Pragmatically Bridging Academic AI Testing and Industrial Q Needs. SWQD (2021)
Markus Borg
Agility in Software 2.0 - Notebook Interfaces and MLOps with Buttresses and Rebars. CoRR (2021)
Hamid Ebadi, Mahshid Helali Moghadam, Markus Borg, Gregory Gay, Afonso Fontes, Kasper Socha
Efficient and Effective Generation of Test Cases for Pedestrian Detection - Search-based Software Testing of Baidu Apollo in SVL. AITest (2021)
Markus Borg, Joshua Bronson, Linus Christensson, Fredrik Olsson, Olof Lennartsson, Elias Sonnsjö, Hamid Ebabi, Martin Karsberg
Exploring the Assessment List for Trustworthy AI in the Context of Advanced Driver-Assistance Systems. SEthics@ICSE (2021)
Sara Nilsson Tengstrand, Piotr Tomaszewski, Markus Borg, Ronald Jabangwe
Challenges of Adopting SAFe in the Banking Industry - A Study Two Years After Its Introduction. XP (2021)
Mahshid Helali Moghadam, Golrokh Hamidi, Markus Borg, Mehrdad Saadatmand, Markus Bohlin, Björn Lisper, Pasqualina Potena
Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent. CoRR (2021)
Markus Borg, Ronald Jabangwe, Simon Åberg, Arvid Ekblom, Ludwig Hedlund, August Lidfeldt
Test Automation with Grad-CAM Heatmaps - A Future Pipe Segment in MLOps for Vision AI? ICST Workshops (2021)
Markus Borg, Leif Jonsson, Emelie Engström, Béla Bartalos, Attila Szabó
Adopting Automated Bug Assignment in Practice - A Registered Report of an Industrial Case Study. CoRR (2021)
Markus Borg, Ronald Jabangwe, Simon Åberg, Arvid Ekblom, Ludwig Hedlund, August Lidfeldt
Test Automation with Grad-CAM Heatmaps - A Future Pipe Segment in MLOps for Vision AI? CoRR (2021)
Markus Borg
The AIQ Meta-Testbed: Pragmatically Bridging Academic AI Testing and Industrial Q Needs. CoRR (2020)
Markus Borg
Do preparatory programming lab sessions contribute to even work distribution in student teams? ICSE (Companion Volume) (2020)
Markus Borg
Making Lab Sessions Mandatory - on Student Work Distribution in a Gamified Project Course on Market-Driven Software Engineering. CSEE&T (2020)
Markus Borg, Vahid Garousi, Anas Mahmoud, Thomas Olsson, Oskar Stålberg
Video Game Development in a Rush: A Survey of the Global Game Jam Participants. IEEE Trans. Games 12 (3) (2020)
Panagiota Chatzipetrou, Efi Papatheocharous, Krzysztof Wnuk, Markus Borg, Emil Alégroth, Tony Gorschek
Component attributes and their importance in decisions and component selection. Softw. Qual. J. 28 (2) (2020)
August Lidfeldt, Daniel Isaksson, Ludwig Hedlund, Simon Åberg, Markus Borg, Erik Larsson
Enabling Image Recognition on Constrained Devices Using Neural Network Pruning and a CycleGAN. IOT Companion (2020)
August Lidfeldt, Daniel Isaksson, Ludwig Hedlund, Simon Åberg, Markus Borg, Erik Larsson
Enabling Image Recognition on Constrained Devices Using Neural Network Pruning and a CycleGAN. CoRR (2020)
Markus Borg, Raja Ben Abdessalem, Shiva Nejati, François-Xavier Jegeden, Donghwan Shin
Digital Twins Are Not Monozygotic - Cross-Replicating ADAS Testing in Two Industry-Grade Automotive Simulators. CoRR (2020)
Markus Borg, Eduard C. Groen
Preface: REFSQ 2020 Posters and Tools Track. REFSQ Workshops (2020)
Markus Borg
Making Lab Sessions Mandatory - On Student Work Distribution in a Gamified Project Course on Market-Driven Software Engineering. CoRR (2020)
Markus Borg, Joakim Wernberg, Thomas Olsson, Ulrik Franke, Martin Andersson
Illuminating a Blind Spot in Digitalization - Software Development in Sweden's Private and Public Sector. CoRR (2020)
Markus Borg, Joakim Wernberg, Thomas Olsson, Ulrik Franke, Martin Andersson
Illuminating a Blind Spot in Digitalization - Software Development in Sweden's Private and Public Sector. ICSE (Workshops) (2020)
Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
Poster: Performance Testing Driven by Reinforcement Learning. ICST (2020)
Vahid Garousi, Markus Borg, Markku Oivo
Practical relevance of software engineering research: synthesizing the community's voice. Empir. Softw. Eng. 25 (3) (2020)
Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
An Autonomous Performance Testing Framework using Self-Adaptive Fuzzy Reinforcement Learning. CoRR (2019)
Michael Unterkalmsteiner, Tingting Yu, Gregory Gay, Elizabeth Bjarnason, Markus Borg, Michael Felderer
Summary of the 5th International Workshop on Requirements Engineering and Testing (RET 2018). ACM SIGSOFT Softw. Eng. Notes 44 (1) (2019)
Andreas Vogelsang, Markus Borg
Requirements Engineering for Machine Learning: Perspectives from Data Scientists. RE Workshops (2019)
Markus Borg, Oscar Svensson, Kristian Berg, Daniel Hansson
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. CoRR (2019)
Thomas Olsson, Martin Hell, Martin Höst, Ulrik Franke, Markus Borg
Sharing of vulnerability information among companies - a survey of Swedish companies. CoRR (2019)
Markus Borg, Vahid Garousi, Anas Mahmoud, Thomas Olsson, Oskar Stålberg
Video Game Development in a Rush: A Survey of the Global Game Jam Participants. CoRR (2019)
Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
Machine Learning to Guide Performance Testing: An Autonomous Test Framework. ICST Workshops (2019)
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, Cristofer Englund
Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks. SEAA (2019)
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Cristofer Englund, Sankar Raman Sathyamoorthy, Stig Ursing
Towards Structured Evaluation of Deep Neural Network Supervisors. CoRR (2019)
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Cristofer Englund, Sankar Raman Sathyamoorthy, Stig Ursing
Towards Structured Evaluation of Deep Neural Network Supervisors. AITest (2019)
Thomas Olsson, Martin Hell, Martin Höst, Ulrik Franke, Markus Borg
Sharing of Vulnerability Information Among Companies - A Survey of Swedish Companies. SEAA (2019)
Catia Trubiani, Pooyan Jamshidi, Jürgen Cito, Weiyi Shang, Zhen Ming Jiang, Markus Borg
Performance Issues? Hey DevOps, Mind the Uncertainty. IEEE Softw. 36 (2) (2019)
Markus Borg, Panagiota Chatzipetrou, Krzysztof Wnuk, Emil Alégroth, Tony Gorschek, Efi Papatheocharous, Syed Muhammad Ali Shah, Jakob Axelsson
Selecting component sourcing options: A survey of software engineering's broader make-or-buy decisions. Inf. Softw. Technol. 112 (2019)
Andreas Vogelsang, Markus Borg
Requirements Engineering for Machine Learning: Perspectives from Data Scientists. CoRR (2019)
Markus Borg, Oscar Svensson, Kristian Berg, Daniel Hansson
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. MaLTeSQuE@ESEC/SIGSOFT FSE (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Markus Borg