Kristina Müller

Kristina Müller, M. Sc.

Fachbereich Wirtschafts- und Sozialwissenschaften
Management Intelligence Services

Raum 4.451
Lange Gasse 20
90403 Nürnberg

Since 2022	Research Associate and Ph.D. Student at Management Intelligence Services of Friedrich-Alexander-University Erlangen-Nuremberg
2021 – 2022	Working Student at Siemens Advanta Consulting
2019 – 2021	Working Student at Siemens Healthineers AG
2018 – 2019	Working Student at IT-Labs GmbH
2017 – 2021	Tutor for Financial Mathematics at Friedrich-Alexander-University Erlangen-Nuremberg

Since 2022	Research Associate and Ph.D. Student at Management Intelligence Services of Friedrich-Alexander-University Erlangen-Nuremberg
2019 – 2022	M.Sc. in Marketing Research at Friedrich-Alexander-University Erlangen-Nuremberg
2016 – 2019	B.A. in Business Studies with a focus on Information Systems at Friedrich-Alexander-University Erlangen-Nuremberg
2016	Abitur at Geschwister-Scholl-Gymnasium Röthenbach a. d. Peg.
1998	Born near Nuremberg

Müller K.:
Is Federated Learning Ready for Business? A SWOT Perspective
International Conference on Information Systems (Nashville, Tennessee, 14. Dezember 2025 - 17. Dezember 2025)
URL: https://aisel.aisnet.org/icis2025/impl_adopt/impl_adopt/5/

Kraus M., Hambauer N., Müller K., Kröckel P., Ulapane N., De Caigny A., De Bock K., Coussement K.:
Coupling Neural Networks Between Clusters for Better Personalized Care
In: Proceedings of the 57th Hawaii International Conference on System Sciences 2024
Open Access: https://hdl.handle.net/10125/106821
Müller K., Kolb L., Lechner U., Bodendorf F.:
Ethical AI Principles for Enterprise Collaboration in Federated Learning Networks
European Conference on Information Systems (, 17. Juni 2024 - 19. Juni 2024)
URL: https://aisel.aisnet.org/ecis2024/track04_impactai/track04_impactai/16/

Müller K., Bodendorf F.:
Cross-silo federated learning in enterprise networks with cooperative and competing actors
14th International Conference on Applied Human Factors and Ergonomics (AHFE 2023) and the Affiliated Conferences (San Francisco, 20. Juli 2023 - 24. Juli 2023)
In: Christine Leitner, Jens Neuhüttler, Clara Bassano and Debra Satterfield (Hrsg.): The Human Side of Service Engineering. AHFE (2023) International Conference. 2023
DOI: 10.54941/ahfe1003126
URL: https://openaccess.cms-conferences.org/publications/book/978-1-958651-84-1/article/978-1-958651-84-1_25
Müller K., Kröckel P., Bodendorf F.:
Sustainable CRISP-DM Extension for Energy-Aware AI Development
AMCIS 2023 (Panama City, 10. August 2023 - 12. August 2023)
In: AMCIS 2023 Proceedings 2023
URL: https://aisel.aisnet.org/amcis2023/sig_green/sig_green/9