Tanja Tornede

Member - Former

Software Innovation Campus Paderborn (SICP)
Member - Former
Intelligent Systems and Machine Learning
Member - Former
E-Mail:
t.tornede@ai.uni-hannover.de
Web:
Homepage
Office hours:

I left Paderborn University in February 2023. You can find me somewhere else now.

Publications

Latest Publications

Algorithm Selection on a Meta Level

A. Tornede, L. Gehring, T. Tornede, M.D. Wever, E. Hüllermeier, Machine Learning (2022).

arXiv

Schlussbericht ITS.ML: Intelligente Technische Systeme der nächsten Generation durch Maschinelles Lernen. Forschungsvorhaben zur automatisierten Analyse von Daten mittels Maschinellen Lernens

B. Hammer, E. Hüllermeier, V. Lohweg, A. Schneider, W. Schenck, U. Kuhl, M. Braun, A. Pfeifer, C.-A. Holst, M. Schmidt, G. Schomaker, T. Tornede, Schlussbericht ITS.ML: Intelligente Technische Systeme der nächsten Generation durch Maschinelles Lernen. Forschungsvorhaben zur automatisierten Analyse von Daten mittels Maschinellen Lernens, 2022.

DOI

Coevolution of Remaining Useful Lifetime Estimation Pipelines for Automated Predictive Maintenance

T. Tornede, A. Tornede, M.D. Wever, E. Hüllermeier, in: Proceedings of the Genetic and Evolutionary Computation Conference, 2021.


Towards Green Automated Machine Learning: Status Quo and Future Directions

T. Tornede, A. Tornede, J.M. Hanselle, M.D. Wever, F. Mohr, E. Hüllermeier, ArXiv:2111.05850 (2021).

arXiv

AutoML for Predictive Maintenance: One Tool to RUL Them All

T. Tornede, A. Tornede, M.D. Wever, F. Mohr, E. Hüllermeier, in: Proceedings of the ECMLPKDD 2020, 2020.

DOI

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Further Information

New Position

I left Paderborn University in February 2023.