Research output per year
Research output per year
Personal profile
Research
My research focuses on the requirements set out by the EU AI Act, with a broader focus on continuous quality assurance and machine learning pipelines across a system’s lifecycle.
The EU AI Act represents a significant legal framework with extraterritorial reach.
Research Interests:
- Quality assurance — accuracy, robustness, cybersecurity, data quality & governance
- AI transparency, explainability, and trustworthiness by design
- Automated testing, validation & monitoring of ML systems
- Requirements engineering
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Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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AI Act high-risk requirements readiness: industrial perspectives and case company insights
Wagner, M., Gupta, R., Borg, M., Engström, E. & Lysek, M., 2024 Nov 27, Product-Focused Software Process Improvement: 25th International Conference, PROFES 2024, Tartu, Estonia, December 02–04, 2024, Proceedings. Pfahl, D., Huerta, J. G., Klünder, J. & Anwar, H. (eds.). Springer, Vol. 15453. p. 67-83 16 p. (Lecture Notes in Computer Science (LNCS); vol. 15453).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
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Continuous quality assurance and ML pipelines under the AI Act
Wagner, M., 2024 Apr 14, Proceedings - 2024 IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024. Association for Computing Machinery (ACM), p. 247-249 3 p. (Proceedings - 2024 IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
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Navigating the upcoming European Union AI act
Wagner, M., Borg, M. & Runeson, P., 2024 Jan 1, In: IEEE Software. 41, 1, p. 19-24 6 p.Research output: Contribution to journal › Article
Projects
- 2 Active
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NextG2Com: Next Generation Communication and Computational Infrastructures and Applications (NextG2Com)
Kihl, M. (PI), Runeson, P. (CoPI), Schuber, P. (Project coordinator), Tufvesson, F. (Researcher), Edfors, O. (Researcher), Krueger, V. (Researcher), Söderberg, E. (Researcher), Aminifar, A. (Researcher), Johansson, A. (Researcher), Cai, X. (Researcher), Liu, L. (Researcher), Lau, B. K. (Researcher), Stenmark, M. (Researcher), Topp, E. A. (Researcher), Gehrmann, C. (Researcher), Engström, E. (Researcher), Borg, M. (Researcher), Tärneberg, W. (Researcher), Johnsson, C. (Researcher), Willhammar, S. (Researcher), Li, X. (Researcher), Li, J. (Research student), Xu, Y. (Research student), Al-Ameri, A. (Research student), Khosravi, H. (Research student), Nelson, C. (Research student), Gupta, R. (Research student), Wagner, M. (Research student), Heander, L. (Research student), Kristoffersson Lind, S. (Research student), Rydenfält, C. (Researcher), Yaman, I. (Research student), Abtahi Fahliani, A. (Researcher), Sanchez, J. (Research student), Song, Q. (Research student), Ertürk, E. (Research student), Jena, A. (Research student), Orucevic-Alagic, A. (Researcher), Hagatulah, N. (Research student), Ismail, H. (Research student), Palesetti, P. (Research student), Bergman, E. (Research student) & Bexell, A. (Research student)
Swedish Government Agency for Innovation Systems (Vinnova)
2024/01/01 → 2028/12/31
Project: Research
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WASP Continuous Quality Assurance ML Pipelines for Trustworthy AI
Wagner, M. (Research student), Runeson, P. (Researcher) & Borg, M. (Researcher)
2023/01/01 → 2027/12/31
Project: Dissertation
Activities
- 1 Organisation of public lecture/debate/seminar
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AI-Lund Fika-to-fika workshop - European AI Act – Compliance and Enforcement
Wisbrant, J. (Organiser), Holtz, H. M. (Speaker), Nilsson, A. (Speaker), Schmidt, R. (Speaker), Gill-Pedro, E. (Session chair), de Vries, K. (Speaker), Wagner, M. (Speaker), Hedin, H. (Speaker), Söderlund, K. (Speaker), Schutte, B. (Speaker), Ledendal, J. (Speaker), Ledendal, J. (Organiser), Axhamn, J. (Organiser), Larsson, S. (Organiser), Larsson, S. (Session chair) & Axhamn, J. (Session chair)
2024 Sept 19Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar