@inbookHanselle_Hüllermeier_Mohr_Ngonga Ngomo_Sherif_Tornede_Wever_2023, place=Paderborn, series=Verlagsschriftenreihe des Heinz Nixdorf Instituts, title=Configuration and Evaluation, volume=412, DOI=10.5281/zenodo.8068466, booktitle=On-The-Fly Computing -- Individualized IT-services in dynamic markets, publisher=Heinz Nixdorf Institut, Universität Paderborn, author=Hanselle, Jonas Manuel and Hüllermeier, Eyke and Mohr, Felix and Ngonga Ngomo, Axel-Cyrille and Sherif, Mohamed and Tornede, Alexander and Wever, Marcel Dominik, editor=Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike, year=2023, pages=85–104, collection=Verlagsschriftenreihe des Heinz Nixdorf Instituts 

@bookTornede_2023, title=Advanced Algorithm Selection with Machine Learning: Handling Large Algorithm Sets, Learning From Censored Data, and Simplyfing Meta Level Decisions, DOI=10.17619/UNIPB/1-1780 , author=Tornede, Alexander, year=2023 

@articleSchede_Brandt_Tornede_Wever_Bengs_Hüllermeier_Tierney_2022, title=A Survey of Methods for Automated Algorithm Configuration, journal=arXiv:2202.01651, author=Schede, Elias and Brandt, Jasmin and Tornede, Alexander and Wever, Marcel Dominik and Bengs, Viktor and Hüllermeier, Eyke and Tierney, Kevin, year=2022 

@inproceedingsFehring_Hanselle_Tornede_2022, title=HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection, booktitle=Workshop on Meta-Learning (MetaLearn 2022) @ NeurIPS 2022, author=Fehring, Lukass and Hanselle, Jonas Manuel and Tornede, Alexander, year=2022 

@articleTornede_Bengs_Hüllermeier_2022, title=Machine Learning for Online Algorithm Selection under Censored Feedback, journal=Proceedings of the 36th AAAI Conference on Artificial Intelligence, publisher=AAAI, author=Tornede, Alexander and Bengs, Viktor and Hüllermeier, Eyke, year=2022 

@articleTornede_Gehring_Tornede_Wever_Hüllermeier_2022, title=Algorithm Selection on a Meta Level, journal=Machine Learning, author=Tornede, Alexander and Gehring, Lukas and Tornede, Tanja and Wever, Marcel Dominik and Hüllermeier, Eyke, year=2022 

@articleGevers_Tornede_Wever_Schöppner_Hüllermeier_2022, title=A comparison of heuristic, statistical, and machine learning methods for heated tool butt welding of two different materials, DOI=10.1007/s40194-022-01339-9, journal=Welding in the World, publisher=Springer Science and Business Media LLC, author=Gevers, Karina and Tornede, Alexander and Wever, Marcel Dominik and Schöppner, Volker and Hüllermeier, Eyke, year=2022 

@articleWever_Tornede_Mohr_Hüllermeier_2021, title=AutoML for Multi-Label Classification: Overview and Empirical Evaluation, DOI=10.1109/tpami.2021.3051276, journal=IEEE Transactions on Pattern Analysis and Machine Intelligence, author=Wever, Marcel Dominik and Tornede, Alexander and Mohr, Felix and Hüllermeier, Eyke, year=2021, pages=1–1 

@articleMohr_Wever_Tornede_Hüllermeier, title=Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning, journal=IEEE Transactions on Pattern Analysis and Machine Intelligence, publisher=IEEE, author=Mohr, Felix and Wever, Marcel Dominik and Tornede, Alexander and Hüllermeier, Eyke 

@inproceedingsTornede_Tornede_Wever_Hüllermeier_2021, title=Coevolution of Remaining Useful Lifetime Estimation Pipelines for Automated Predictive Maintenance, booktitle=Proceedings of the Genetic and Evolutionary Computation Conference, author=Tornede, Tanja and Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke, year=2021 

@inproceedingsHüllermeier_Mohr_Tornede_Wever_2021, title=Automated Machine Learning, Bounded Rationality, and Rational Metareasoning, author=Hüllermeier, Eyke and Mohr, Felix and Tornede, Alexander and Wever, Marcel Dominik, year=2021 

@articleTornede_Tornede_Hanselle_Wever_Mohr_Hüllermeier_2021, title=Towards Green Automated Machine Learning: Status Quo and Future Directions, journal=arXiv:2111.05850, author=Tornede, Tanja and Tornede, Alexander and Hanselle, Jonas Manuel and Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke, year=2021 

@articleHanselle_Tornede_Wever_Hüllermeier_2021, series=PAKDD, title=Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance Data, author=Hanselle, Jonas Manuel and Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke, year=2021, collection=PAKDD 

@inproceedingsTornede_Wever_Hüllermeier_2020, title=Extreme Algorithm Selection with Dyadic Feature Representation, booktitle=Discovery Science, author=Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke, year=2020 

@inproceedingsHanselle_Tornede_Wever_Hüllermeier_2020, title=Hybrid Ranking and Regression for Algorithm Selection, booktitle=KI 2020: Advances in Artificial Intelligence, author=Hanselle, Jonas Manuel and Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke, year=2020 

@inproceedingsTornede_Tornede_Wever_Mohr_Hüllermeier_2020, title=AutoML for Predictive Maintenance: One Tool to RUL Them All, DOI=10.1007/978-3-030-66770-2_8, booktitle=Proceedings of the ECMLPKDD 2020, author=Tornede, Tanja and Tornede, Alexander and Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke, year=2020 

@inproceedingsTornede_Wever_Hüllermeier_2020, title=Towards Meta-Algorithm Selection, booktitle=Workshop MetaLearn 2020 @ NeurIPS 2020, author=Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke, year=2020 

@inproceedingsTornede_Wever_Werner_Mohr_Hüllermeier_2020, title=Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis, booktitle=ACML 2020, author=Tornede, Alexander and Wever, Marcel Dominik and Werner, Stefan and Mohr, Felix and Hüllermeier, Eyke, year=2020 

@inproceedingsWever_Tornede_Mohr_Hüllermeier, title=LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification, publisher=Springer, author=Wever, Marcel Dominik and Tornede, Alexander and Mohr, Felix and Hüllermeier, Eyke 

@inproceedingsWever_Mohr_Hüllermeier_Hetzer_2019, title=Towards Automated Machine Learning for Multi-Label Classification, author=Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke and Hetzer, Alexander, year=2019