Fabian Stieler

According to our database, Fabian Stieler authored at least 12 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Enhancing trust and agency: integrating citizen perspectives into AI-assisted shared decision-making in medicine.

Paula Ziethmann, Fabian Stieler, Stefanie Kranz Walter, Dennis Hartmann, Bernhard Bauer, Kerstin Schlögl-Flierl

AI Soc., May, 2026

2025

Clinical Decision Support Systems at the Intersection of Technology and Ethics: A Critical Analysis of the Ethical Guidelines Issued by the German Medical Association.

Paula Ziethmann, Miriam Elia, Fabian Stieler, Bernhard Bauer, Julia Welzel, Kerstin Schlögl-Flierl

Digit. Soc., April, 2025

The role of active learning in developing trustworthy AI - Approaches for enhancing transparency and explainability in processes and systems.

Fabian Stieler

PhD thesis, 2025

Bridging MLOps and Infrastructure: A Workflow-Agnostic Reference Architecture for Reusable, On-Premises AI Platforms.

Benjamin Weigel, Fabian Stieler, Bernhard Bauer

Proceedings of the 9th International Conference on Cloud and Big Data Computing, 2025

All You Need is an AI Platform: A Proposal for a Complete Reference Architecture.

Benjamin Weigel, Fabian Stieler, Bernhard Bauer

Proceedings of the 4th IEEE/ACM International Conference on AI Engineering, 2025

2024

Towards a Framework for Interdisciplinary Studies in Explainable Artificial Intelligence.

Paula Ziethmann, Fabian Stieler, Raphael Pfrommer, Kerstin Schlögl-Flierl, Bernhard Bauer

Proceedings of the Artificial Intelligence in HCI, 2024

Towards Certifiable AI in Medicine: Illustrated for Multi-label ECG Classification Performance Metrics.

Miriam Elia, Fabian Stieler, Fabian Ripke, Marius Nann, Sarah Dopfer, Bernhard Bauer

Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2024

2023

LIFEDATA - A Framework for Traceable Active Learning Projects.

Fabian Stieler, Miriam Elia, Benjamin Weigel, Bernhard Bauer, Peter Kienle, Anton Roth, Gregor Müllegger, Marius Nann, Sarah Dopfer

Proceedings of the 31st IEEE International Requirements Engineering Conference, RE 2023, 2023

Enhancing Collaboration and Agility in Data-Centric AI Projects.

Fabian Stieler, Bernhard Bauer

Proceedings of the Evaluation of Novel Approaches to Software Engineering, 2023

Git Workflow for Active Learning: A Development Methodology Proposal for Data-Centric AI Projects.

Fabian Stieler, Bernhard Bauer

Proceedings of the 18th International Conference on Evaluation of Novel Approaches to Software Engineering, 2023

2021

Towards Domain-Specific Explainable AI: Model Interpretation of a Skin Image Classifier Using a Human Approach.

Fabian Stieler, Fabian Rabe, Bernhard Bauer

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2018

The 2016 US presidential election and media on Instagram: Who was in the lead?

Harald Schmidbauer, Angi Roesch, Fabian Stieler

Comput. Hum. Behav., 2018