Daniel Vranjes

According to our database, Daniel Vranjes authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

Design Principles for Falsifiable, Replicable and Reproducible Empirical ML Research.

Daniel Vranjes, Oliver Niggemann

CoRR, 2024

Enhancing Cyber-Physical System Analysis with Structure-Aware Modular Neural Networks.

Daniel Vranjes, Oliver Niggemann

Proceedings of the 7th IEEE International Conference on Industrial Cyber-Physical Systems, 2024

Using Modular Neural Networks for Anomaly Detection in Cyber-Physical Systems.

Jonas Ehrhardt, Phillip Johann Overlöper, Daniel Vranjes, Henrik S. Steude, Alexander Diedrich, Oliver Niggemann

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

Design Principles for Falsifiable, Replicable and Reproducible Empirical Machine Learning Research.

Daniel Vranjes, Jonas Ehrhardt, René Heesch, Lukas Moddemann, Henrik Sebastian Steude, Oliver Niggemann

Proceedings of the 35th International Conference on Principles of Diagnosis and Resilient Systems, 2024

2022

Anomaly detection based on time series data from industrial automatic sewing machines.

Daniel Vranjes, Oliver Niggemann

Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022