A general anomaly detection framework for fleet-based condition monitoring of machines. - Kilian Hendrickx; Wannes Meert; Yves Mollet; Johan Gyselinck; Bram Cornelis; Konstantinos C. Gryllias; Jesse Davis (CoRR, 2019)

DTAIDistance. - Wannes Meert; Kilian Hendrickx; Toon van Craenendonck; Pieter Robberechts; Hendrik Blockeel; Jesse Davis (Zenodo, 2020)

Know Your Limits: Machine Learning with Rejection for Vehicle Engineering. - Kilian Hendrickx; Wannes Meert; Bram Cornelis; Jesse Davis (ADMA, 2021)

Machine learning with a reject option: a survey. - Kilian Hendrickx; Lorenzo Perini; Dries Van der Plas; Wannes Meert; Jesse Davis (Mach. Learn., 2024)

TSFuse: automated feature construction for multiple time series data. - Arne De Brabandere; Tim Op De Beéck; Kilian Hendrickx; Wannes Meert; Jesse Davis (Mach. Learn., 2024)