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 (ICDM (Workshops), 2022)

Multi-view contextual performance profiling in rotating machinery. - Fabian Fingerhut; Sarah Klein; Mathias Verbeke; Sreeraj Rajendran; Elena Tsiporkova (ICPHM, 2023)

Automatic Tool Wear Inspection by Cascading Sensor and Image Data. - Robbert Verbeke; Lars De Pauw; Fabian Fingerhut; Tom Jacobs; Toon Goedemé; Elena Tsiporkova (PKDD/ECML Workshops (4), 2023)

Interpretable Data-Driven Risk Assessment in Support of Predictive Maintenance of a Large Portfolio of Industrial Vehicles. - Fabian Fingerhut; Elena Tsiporkova; Veselka Boeva (IEEE Big Data, 2024)

Unsupervised context-sensitive anomaly detection on streaming data relying on multi-view profiling. - Fabian Fingerhut; Mathias Verbeke; Elena Tsiporkova (EAIS, 2024)