Johannes Schniertshauer

According to our database, Johannes Schniertshauer authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

How Audi Scales Artificial Intelligence in Manufacturing.

André Sagodi, Benjamin van Giffen, Johannes Schniertshauer, Klemens Niehues, Jan vom Brocke

MIS Q. Executive, 2024

Evaluation of Few-Shot Learning Algorithms, Training Methods, Backbones and Learning Task for Crack Detection in Manufacturing.

Mehta Dharmil Rajesh, Safa Omri, Niclas Renner, Kristian Schaeffer, Jens Neuhüttler, Johannes Schniertshauer

Proceedings of the International Conference on Machine Learning and Applications, 2024

Streamlining the Operation of AI Systems: Examining MLOps Maturity at an Automotive Firm.

Michael Weber, Johannes Schniertshauer, Leonard Przybilla, Andreas Hein, Jörg Weking, Helmut Krcmar

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023

Implementation and Validation of non-semantic Out-of-Distribution Detection on Image Data in Manufacturing.

Meng Jin, Mehta Dharmil Rajesh, Wenting Xing, Johannes Schniertshauer, Jens Neuhüttler, Felix Zimmermann

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

2022

Engineering AI-Enabled Computer Vision Systems: Lessons From Manufacturing.

André Sagodi, Johannes Schniertshauer, Benjamin van Giffen

IEEE Softw., 2022

Becoming Certain About the Uncertain: How AI Changes Proof-of-Concept Activities in Manufacturing - Insights from a Global Automotive Leader.

André Sagodi, Christian Engel, Johannes Schniertshauer, Benjamin van Giffen

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022