Daniel Vranjes
Orcid: 0009-0009-6930-3513
According to our database1,
Daniel Vranjes
authored at least 8 papers
between 2022 and 2025.
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Bibliography
2025
Data Driven Diagnosis for Large Cyber-Physical-Systems with Minimal Prior Information.
CoRR, June, 2025
On the Impact of Instance- and Type-Level Modeling on Neural Network-Based Anomaly Detection for Cyber-Physical Systems.
Proceedings of the 30th IEEE International Conference on Emerging Technologies and Factory Automation, 2025
On the Impact of Pretraining with Simulated Data on Anomaly Detection in CPS - A Case Study.
Proceedings of the 30th IEEE International Conference on Emerging Technologies and Factory Automation, 2025
2024
Design Principles for Falsifiable, Replicable and Reproducible Empirical ML Research.
CoRR, 2024
Enhancing Cyber-Physical System Analysis with Structure-Aware Modular Neural Networks.
Proceedings of the 7th IEEE International Conference on Industrial Cyber-Physical Systems, 2024
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.
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.
Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022