Interpretable Data-Driven Risk Assessment in Support of Predictive Maintenance of a Large Portfolio of Industrial Vehicles - Fabian Fingerhut; Elena Tsiporkova; Veselka Boeva (IEEE International Conference on Big Data, BigData 2024, Washington, DC, USA, December 15-18, 2024, 2024)

Unsupervised context-sensitive anomaly detection on streaming data relying on multi-view profiling - Fabian Fingerhut; Mathias Verbeke; Elena Tsiporkova (IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2024, Madrid, Spain, May 23-24, 2024, 2024)

Multi-view contextual performance profiling in rotating machinery - Fabian Fingerhut; Sarah Klein; Mathias Verbeke; Sreeraj Rajendran; Elena Tsiporkova (IEEE International Conference on Prognostics and Health Management, ICPHM 2023, Montreal, QC, Canada, June 5-7, 2023, 2023)

Automatic Tool Wear Inspection by Cascading Sensor and Image Data - Robbert Verbeke; Lars De Pauw; Fabian Fingerhut; Tom Jacobs; Toon Goedemé; Elena Tsiporkova (Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers, Part IV, 2023)

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 (IEEE International Conference on Data Mining Workshops, ICDM 2022 - Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022, 2022)