Dr. Anna Fedorova
Dr. Anna Fedorova
ZHAW
School of Engineering
Responsible AI Innovation Group
Technikumstrasse 71
8400 Winterthur
Work at ZHAW
Position
PhD student
Focus
Trustworthy AI in critical infrastructure
Experience
- IT Business Consultant
Senacor Technologies AG
2017 - 2024 - Research assistant
Otto-von-Guericke University Magdeburg
2012 - 2016
Education and Continuing education
Education
- MSc / Data Science and Intelligent Analytics
University of Applied Sciences Kufstein
2021 - 2023 - PhD / Werkstofftechnik
Otto-von-Guericke University Magdeburg
2013 - 2016 - MSc / Metall science and heat treatment
National Technical University of Ukraine "KPI"
2010 - 2012 - MSc / Mechanical Process Engineering
Otto-von-Guericke University Magdeburg
2010 - 2012 - BSc / Metall science and heat treatment
National Technical University of Ukraine "KPI"
2006 - 2010
Projects
- Trustworthy AI Circle / Project leader / ongoing
- AI for REAL-world NETwork operation / Team member / ongoing
- Apéro Digital: Event Series / Team member / completed
Publications
Book chapters, peer-reviewed
Bessa, R. J. et al. (2026) 'Toward a holistic framework for human-AI collaboration in safety-critical systems', in Curry, E. et al. (eds) Artificial intelligence, data and robotics : foundations, transformations and future directions. Cham: Springer, pp. 343–402. doi: 10.1007/978-3-032-10561-5_13.
Written conference contributions, peer-reviewed
Fedorova, A. et al. (2025) 'Continuous assessment-driven requirement elicitation for trustworthy AI systems', in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Porto, Portugal, 15-19 September 2025. Zenodo. doi: 10.5281/zenodo.17099001.