@inbook{Kirsten_2025, title={The Supervised Learning Dilemma: Lessons Learned from a Study in-the-Wild}, ISBN={9783031808562}, ISSN={1611-3349}, url={http://dx.doi.org/10.1007/978-3-031-80856-2_12}, DOI={10.1007/978-3-031-80856-2_12}, booktitle={Sensor-Based Activity Recognition and Artificial Intelligence}, publisher={Springer Nature Switzerland}, author={Kirsten, Kristina and Burchard, Robin and Bauer, Olesya and Miché, Marcel and Scholl, Philipp and Wahl, Karina and Lieb, Roselind and Laerhoven, Kristof Van and Arnrich, Bert}, year={2025}, pages={181–195} }