Tanja Tornede
Tanja Tornede
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Integration of novel sensors and machine learning for predictive maintenance in medium voltage switchgear to enable the energy and mobility revolutions
MW Hoffmann, S Wildermuth, R Gitzel, A Boyaci, J Gebhardt, H Kaul, ...
Sensors 20 (7), 2099, 2020
AutoML for Predictive Maintenance: One Tool to RUL them all
T Tornede, A Tornede, M Wever, F Mohr, E Hüllermeier
IoTStream @ ECMLPKDD 2020, 2020
Coevolution of remaining useful lifetime estimation pipelines for automated predictive maintenance
T Tornede, A Tornede, M Wever, E Hüllermeier
Proceedings of the genetic and evolutionary computation conference, 368-376, 2021
Towards green automated machine learning: Status quo and future directions
T Tornede, A Tornede, J Hanselle, M Wever, F Mohr, E Hüllermeier
arXiv preprint arXiv:2111.05850, 2021
Algorithm selection on a meta level
A Tornede, L Gehring, T Tornede, M Wever, E Hüllermeier
Machine Learning 112 (4), 1253-1286, 2023
jPL: A java-based software framework for preference learning
P Gupta, A Hetzer, T Tornede, S Gottschalk, A Kornelsen, S Osterbrink, ...
Proceedings of the LWDA, 2017
PyExperimenter: Easily distribute experiments and track results
T Tornede, A Tornede, L Fehring, L Gehring, H Graf, J Hanselle, F Mohr, ...
arXiv preprint arXiv:2301.06348, 2023
Schlussbericht ITS. ML: Intelligente Technische Systeme der nächsten Generation durch Maschinelles Lernen. Forschungsvorhaben zur automatisierten Analyse von Daten mittels …
B Hammer, E Hüllermeier, V Lohweg, A Schneider, W Schenck, U Kuhl, ...
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