Franz C. Kunze

According to our database, Franz C. Kunze authored at least 10 papers between 2024 and 2025.

Collaborative distances:

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

2025

Data-Efficient Handling of Temporary Uncertainties in Online Alarm Flood Classification.

Gianluca Manca, Franz C. Kunze, Alexander Fay

Proceedings of the 8th IEEE International Conference on Industrial Cyber-Physical Systems, 2025

Alarm Flood Root-Cause Detection Using an Adaptive Causal Directed Graph with an Extended Heuristic Rule-Base.

Franz C. Kunze, Alexander Fay

Proceedings of the 8th IEEE International Conference on Industrial Cyber-Physical Systems, 2025

Measuring the Robustness of Alarm Flood Classification Against Alarm Data Quality Issues.

Gianluca Manca, Amirhossein Najafi, Nicola Tamascelli, Franz C. Kunze, Marcel Dix, Martin Hollender, Alexander Fay, Tongwen Chen

Proceedings of the 30th IEEE International Conference on Emerging Technologies and Factory Automation, 2025

Automated Extraction of Conditional Causal Rules from Control Narratives Using Logic Programming and Large Language Models.

Franz C. Kunze, Gianluca Manca, Alexander Fay

Proceedings of the 30th IEEE International Conference on Emerging Technologies and Factory Automation, 2025

2024

Exploring challenges of alarm root-cause analysis across varying production process types.

Birgit Vogel-Heuser, Alexander Fay, Bernhard Rupprecht, Franz C. Kunze, Victoria Hankemeier, Tom Westermann, Gianluca Manca

Autom., April, 2024

Nuclear Power Plant Alarm Dataset.

Gianluca Manca, Franz C. Kunze

Dataset, April, 2024

Addressing Uncertainty in Online Alarm Flood Classification Using Conformal Prediction.

Gianluca Manca, Franz C. Kunze, Alexander Fay

IEEE Access, 2024

Identifying Root-Causes of Deviations between Simulation and Real Plant Data based on an Adaptive Causal Directed Graph.

Malte Ramonat, Franz Christopher Kunze, Felix Gehlhoff, Alexander Fay

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

A Novel Process Plant Alarm Dataset and Methodology for Alarm Data Generation.

Gianluca Manca, Franz C. Kunze, Alexander Fay

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

Automated Generation of AML Models for Industrial Plants Using LLM Chat Applications.

Franz Christopher Kunze, Alexander Fay

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