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ORCIDMarkus Borg
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- affiliation: RISE Research Institutes of Sweden AB, Lund, Sweden
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2020 – today
- 2023
[j31]Sten Vercammen
, Serge Demeyer, Markus Borg:
F-ASTMut mutation optimisations techniques using the Clang front-end. Softw. Impacts 16: 100500 (2023)- [j30]Markus Borg:
Pipeline Infrastructure Required to Meet the Requirements on AI. IEEE Softw. 40(1): 18-22 (2023) - [j29]Markus Borg:
Requirements on Technical Debt: Dare to Specify Them! IEEE Softw. 40(2): 8-12 (2023) - [j28]Markus Borg, Emil Aasa, Khashayar Etemadi, Martin Monperrus:
Human, What Must I Tell You? IEEE Softw. 40(3): 9-14 (2023) - [j27]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): 335-403 (2023) - [c66]Jens Henriksson, Christian Berger, Stig Ursing, Markus Borg:
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets. AITest 2023: 74-81 - [c65]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: 13-24 - [c64]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: 368-377 - [c63]Sten Vercammen, Markus Borg, Serge Demeyer:
Validation of Mutation Testing in the Safety Critical Industry through a Pilot Study. ICSTW 2023: 334-343 - [c62]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: 189-205 - [i54]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 abs/2302.12155 (2023) - [i53]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 abs/2303.05947 (2023) - [i52]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 abs/2304.11636 (2023) - [i51]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 abs/2307.12489 (2023) - [i50]Elizabeth Bjarnason, Mirko Morandini, Markus Borg, Michael Unterkalmsteiner, Michael Felderer, Matthew Staats:
Summary of 2nd International Workshop on Requirements Engineering and Testing (RET). CoRR abs/2308.01933 (2023) - [i49]Elizabeth Bjarnason, Michael Unterkalmsteiner, Emelie Engström, Markus Borg:
An Industrial Case Study on Test Cases as Requirements. CoRR abs/2308.06509 (2023) - [i48]Michael Unterkalmsteiner, Gregory Gay, Michael Felderer, Elizabeth Bjarnason, Markus Borg, Mirko Morandini:
Summary of the 3rd International Workshop on Requirements Engineering and Testing. CoRR abs/2308.09478 (2023) - [i47]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 abs/2308.11747 (2023) - [i46]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 abs/2308.15060 (2023) - 2022
- [j26]Kasper Socha, Markus Borg, Jens Henriksson:
SMIRK: A machine learning-based pedestrian automatic emergency braking system with a complete safety case. Softw. Impacts 13: 100352 (2022) - [j25]Sarah Gregory, Markus Borg:
Looking Back, Moving Forward: A Handover. IEEE Softw. 39(5): 17-20 (2022) - [j24]Boris Scharinger, Markus Borg, Andreas Vogelsang, Thomas Olsson:
Can RE Help Better Prepare Industrial AI for Commercial Scale? IEEE Softw. 39(6): 8-12 (2022) - [j23]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): 127-159 (2022) - [c61]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: 10-21 - [c60]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: 22-32 - [c59]Adam Tornhill, Markus Borg:
Code red: the business impact of code quality - a quantitative study of 39 proprietary production codebases. TechDebt@ICSE 2022: 11-20 - [c58]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: 1 - [c57]Markus Borg:
Agility in Software 2.0 - Notebook Interfaces and MLOps with Buttresses and Rebars. LASD 2022: 3-16 - [i45]Adam Tornhill, Markus Borg:
Code Red: The Business Impact of Code Quality - A Quantitative Study of 39 Proprietary Production Codebases. CoRR abs/2203.04374 (2022) - [i44]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 abs/2203.12026 (2022) - [i43]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 abs/2203.15414 (2022) - [i42]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 abs/2203.16225 (2022) - [i41]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 abs/2204.07874 (2022) - [i40]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 abs/2204.12378 (2022) - [i39]Markus Borg, Leif Jonsson, Emelie Engström, Béla Bartalos, Attila Szabó:
Adopting Automated Bug Assignment in Practice: A Longitudinal Case Study at Ericsson. CoRR abs/2209.08955 (2022) - [i38]John Pavlopoulos, Alv Romell, Jacob Curman, Olof Steinert, Tony Lindgren, Markus Borg:
Automotive Multilingual Fault Diagnosis. CoRR abs/2210.06918 (2022) - [i37]Sten Vercammen, Serge Demeyer, Markus Borg, Niklas Pettersson, Görel Hedin:
Mutation Testing Optimisations using the Clang Front-end. CoRR abs/2210.17215 (2022) - 2021
- [j22]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: 106409 (2021) - [j21]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) - [c56]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: 103-110 - [c55]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: 2385-2394 - [c54]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: 5-12 - [c53]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: 175-181 - [c52]Sten Vercammen, Serge Demeyer, Markus Borg, Robbe Claessens:
Flaky Mutants; Another Concern for Mutation Testing. ICST Workshops 2021: 284-285 - [c51]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: 383-393 - [c50]Mahshid Helali Moghadam, Markus Borg, Seyed Jalaleddin Mousavirad:
Deeper at the SBST 2021 Tool Competition: ADAS Testing Using Multi-Objective Search. SBST@ICSE 2021: 40-41 - [c49]Markus Borg:
The AIQ Meta-Testbed: Pragmatically Bridging Academic AI Testing and Industrial Q Needs. SWQD 2021: 66-77 - [c48]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: 157-171 - [i36]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 abs/2103.01837 (2021) - [i35]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 abs/2103.09051 (2021) - [i34]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 abs/2103.15580 (2021) - [i33]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 abs/2104.12893 (2021) - [i32]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 abs/2104.13992 (2021) - [i31]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 abs/2109.07960 (2021) - [i30]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 abs/2109.13635 (2021) - [i29]Piotr Tomaszewski, Shun Yu, Markus Borg, Jerk Rönnols:
Machine Learning-Assisted Analysis of Small Angle X-ray Scattering. CoRR abs/2111.08645 (2021) - [i28]Markus Borg:
Agility in Software 2.0 - Notebook Interfaces and MLOps with Buttresses and Rebars. CoRR abs/2111.14142 (2021) - 2020
- [j20]Vahid Garousi, Markus Borg, Markku Oivo:
Practical relevance of software engineering research: synthesizing the community's voice. Empir. Softw. Eng. 25(3): 1687-1754 (2020) - [j19]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): 567-593 (2020) - [j18]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): 246-259 (2020) - [c47]Markus Borg:
Making Lab Sessions Mandatory - on Student Work Distribution in a Gamified Project Course on Market-Driven Software Engineering. CSEE&T 2020: 1-10 - [c46]Markus Borg:
Do preparatory programming lab sessions contribute to even work distribution in student teams? ICSE (Companion Volume) 2020: 254-255 - [c45]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: 299-302 - [c44]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
Poster: Performance Testing Driven by Reinforcement Learning. ICST 2020: 402-405 - [c43]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: 10:1-10:14 - [c42]Markus Borg, Eduard C. Groen:
Preface: REFSQ 2020 Posters and Tools Track. REFSQ Workshops 2020 - [e5]Mehrdad Sabetzadeh, Andreas Vogelsang, Sallam Abualhaija, Markus Borg, Fabiano Dalpiaz, Maya Daneva, Nelly Condori-Fernández, Xavier Franch, Davide Fucci, Vincenzo Gervasi, Eduard C. Groen, Renata S. S. Guizzardi, Andrea Herrmann, Jennifer Horkoff, Luisa Mich, Anna Perini, Angelo Susi:
Joint Proceedings of REFSQ-2020 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 26th International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2020), Pisa, Italy, March 24, 2020. CEUR Workshop Proceedings 2584, CEUR-WS.org 2020 [contents] - [i27]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 abs/2005.12607 (2020) - [i26]Markus Borg:
Making Lab Sessions Mandatory - On Student Work Distribution in a Gamified Project Course on Market-Driven Software Engineering. CoRR abs/2005.13496 (2020) - [i25]Markus Borg:
The AIQ Meta-Testbed: Pragmatically Bridging Academic AI Testing and Industrial Q Needs. CoRR abs/2009.05260 (2020) - [i24]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 abs/2009.05300 (2020) - [i23]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 abs/2012.06822 (2020)
2010 – 2019
- 2019
- [j17]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: 18-34 (2019) - [j16]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): 31-34 (2019) - [j15]Catia Trubiani, Pooyan Jamshidi, Jürgen Cito, Weiyi Shang, Zhen Ming Jiang, Markus Borg:
Performance Issues? Hey DevOps, Mind the Uncertainty. IEEE Softw. 36(2): 110-117 (2019) - [c41]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: 27-34 - [c40]Krzysztof Wnuk, Markus Borg, Tony Gorschek:
Towards New Ways of Evaluating Methods of Supporting Requirements Management and Traceability using Signal-to-Noise Ratio. ENASE 2019: 330-339 - [c39]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: 113-120 - [c38]Thomas Olsson, Martin Hell, Martin Höst, Ulrik Franke, Markus Borg:
Sharing of Vulnerability Information Among Companies - A Survey of Swedish Companies. SEAA 2019: 284-291 - [c37]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
Machine Learning to Guide Performance Testing: An Autonomous Test Framework. ICST Workshops 2019: 164-167 - [c36]Andreas Vogelsang, Markus Borg:
Requirements Engineering for Machine Learning: Perspectives from Data Scientists. RE Workshops 2019: 245-251 - [c35]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: 7-12 - [i22]Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Cristofer Englund, Sankar Raman Sathyamoorthy, Stig Ursing:
Towards Structured Evaluation of Deep Neural Network Supervisors. CoRR abs/1903.01263 (2019) - [i21]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 abs/1903.01742 (2019) - [i20]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 abs/1904.00462 (2019) - [i19]Thomas Olsson, Martin Hell, Martin Höst, Ulrik Franke, Markus Borg:
Sharing of vulnerability information among companies - a survey of Swedish companies. CoRR abs/1906.04424 (2019) - [i18]Andreas Vogelsang, Markus Borg:
Requirements Engineering for Machine Learning: Perspectives from Data Scientists. CoRR abs/1908.04674 (2019) - [i17]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
An Autonomous Performance Testing Framework using Self-Adaptive Fuzzy Reinforcement Learning. CoRR abs/1908.06900 (2019) - 2018
- [j14]Markus Borg, Adnan Causevic, Serge Demeyer, Sigrid Eldh:
Summary of the 1st IEEE Workshop on the Next Level of Test Automation (NEXTA 2018). ACM SIGSOFT Softw. Eng. Notes 43(4): 36-38 (2018) - [j13]Markus Borg, Adnan Causevic, Serge Demeyer, Sigrid Eldh:
Summary of the 1st IEEE Workshop on the Next Level of Test Automation (NEXTA 2018). ACM SIGSOFT Softw. Eng. Notes 43(4): 53 (2018) - [c34]Sten Vercammen, Serge Demeyer, Markus Borg, Sigrid Eldh:
Speeding up mutation testing via the cloud: lessons learned for further optimisations. ESEM 2018: 26:1-26:9 - [c33]Panagiota Chatzipetrou, Emil Alégroth, Efi Papatheocharous, Markus Borg, Tony Gorschek, Krzysztof Wnuk:
Component Selection in Software Engineering - Which Attributes are the Most Important in the Decision Process? SEAA 2018: 198-205 - [c32]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
Learning-based response time analysis in real-time embedded systems: a simulation-based approach. SQUADE@ICSE 2018: 21-24 - [c31]Markus Borg, Thomas Olsson, Ulrik Franke, Saïd Assar:
Digitalization of swedish government agencies: a perspective through the lens of a software development census. ICSE-SEIS 2018: 37-46 - [c30]Jens Henriksson, Markus Borg, Cristofer Englund:
Automotive Safety and Machine Learning: Initial Results from a Study on How to Adapt the ISO 26262 Safety Standard. SEFAIAS@ICSE 2018: 47-49 - [c29]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
Adaptive runtime response time control in PLC-based real-time systems using reinforcement learning. SEAMS@ICSE 2018: 217-223 - [c28]Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper:
Learning-Based Self-Adaptive Assurance of Timing Properties in a Real-Time Embedded System. ICST Workshops 2018: 77-80 - [c27]Jürgen Cito, Johannes Wettinger, Lucy Ellen Lwakatare, Markus Borg, Fei Li:
Feedback from Operations to Software Development - A DevOps Perspective on Runtime Metrics and Logs. DEVOPS 2018: 184-195 - [c26]Sten Vercammen, Mohammad Ghafari, Serge Demeyer, Markus Borg:
Goal-oriented mutation testing with focal methods. A-TEST@ESEC/SIGSOFT FSE 2018: 23-30 - [e4]Rakesh Shukla, Dusica Marijan, Markus Borg, Ye Yang:
5th IEEE/ACM International Workshop on Software Engineering Research and Industrial Practice, SER&IP@ICSE 2018, Gothenburg, Sweden, May 29, 2018. ACM 2018, ISBN 978-1-4503-5744-9 [contents] - [i16]Markus Borg, Thomas Olsson, Ulrik Franke, Saïd Assar:
Digitalization of Swedish Government Agencies - A Perspective Through the Lens of a Software Development Census. CoRR abs/1802.00312 (2018) - [i15]Sten Vercammen, Mohammad Ghafari, Serge Demeyer, Markus Borg:
Goal-oriented Mutation Testing with Focal Methods. CoRR abs/1807.10953 (2018) - [i14]Markus Borg, Daniel Brytting, Daniel Hansson:
Enabling Visual Design Verification Analytics - From Prototype Visualizations to an Analytics Tool using the Unity Game Engine. CoRR abs/1808.09767 (2018) - [i13]Vahid Garousi, Markus Borg, Markku Oivo:
Cut to the chase: Revisiting the relevance of software engineering research. CoRR abs/1812.01395 (2018) - [i12]Markus Borg, Cristofer Englund, Krzysztof Wnuk, Boris Durán, Christoffer Levandowski, Shenjian Gao, Yanwen Tan, Henrik Kaijser, Henrik Lönn, Jonas Törnqvist:
Safely Entering the Deep: A Review of Verification and Validation for Machine Learning and a Challenge Elicitation in the Automotive Industry. CoRR abs/1812.05389 (2018) - 2017
- [j12]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). ACM SIGSOFT Softw. Eng. Notes 42(4): 28-31 (2017) - [j11]Elizabeth Bjarnason, Markus Borg:
Aligning Requirements and Testing: Working Together toward the Same Goal. IEEE Softw. 34(1): 20-23 (2017) - [j10]Markus Borg, Krzysztof Wnuk, Björn Regnell, Per Runeson:
Supporting Change Impact Analysis Using a Recommendation System: An Industrial Case Study in a Safety-Critical Context. IEEE Trans. Software Eng. 43(7): 675-700 (2017) - [c25]Markus Borg, Iben Lennerstad, Rasmus Ros, Elizabeth Bjarnason:
On Using Active Learning and Self-training when Mining Performance Discussions on Stack Overflow. EASE 2017: 308-313 - [c24]Markus Borg, Emil Alégroth, Per Runeson:
Software engineers' information seeking behavior in change impact analysis: an interview study. ICPC 2017: 12-22 - [c23]Markus Borg, Thomas Olsson, John Svensson:
Piggybacking on an Autonomous Hauler: Business Models Enabling a System-of-Systems Approa