Fabian Fingerhut

According to our database, Fabian Fingerhut authored at least 6 papers between 2022 and 2026.

Collaborative distances:

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

2026

Multi-View Data Exploration Recipes for Making Sense of Multi-Source Industrial Data.

Fabian Fingerhut, Elena Tsiporkova

IEEE Access, 2026

2024

Unsupervised context-sensitive anomaly detection on streaming data relying on multi-view profiling.

Fabian Fingerhut, Mathias Verbeke, Elena Tsiporkova

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

Interpretable Data-Driven Risk Assessment in Support of Predictive Maintenance of a Large Portfolio of Industrial Vehicles.

Fabian Fingerhut, Elena Tsiporkova, Veselka Boeva

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Automatic Tool Wear Inspection by Cascading Sensor and Image Data.

Robbert Verbeke, Lars De Pauw, Fabian Fingerhut, Tom Jacobs, Toon Goedemé, Elena Tsiporkova

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Multi-view contextual performance profiling in rotating machinery.

Fabian Fingerhut, Sarah Klein, Mathias Verbeke, Sreeraj Rajendran, Elena Tsiporkova

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2023

2022

Data-Driven Usage Profiling and Anomaly Detection in Support of Sustainable Machining Processes.

Fabian Fingerhut, Chaitra Harsha, Amirmohammad Eghbalian, Tom Jacobs, Mahdi Tabassian, Robbert Verbeke, Elena Tsiporkova

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022