@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 
LibreCat: /record/45884
DOI: 10.5281/zenodo.8068466

@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 
LibreCat: /record/45780
DOI: 10.17619/UNIPB/1-1780 

@bookHaake_Meyer auf der Heide_Platzner_Wachsmuth_Wehrheim_2023, place=Paderborn, series=Verlagsschriftenreihe des Heinz Nixdorf Instituts, title=On-The-Fly Computing -- Individualized IT-services in dynamic markets, volume=412, DOI=10.17619/UNIPB/1-1797, publisher=Heinz Nixdorf Institut, Universität Paderborn, author=Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike, year=2023, collection=Verlagsschriftenreihe des Heinz Nixdorf Instituts 
LibreCat: /record/45863
DOI: 10.17619/UNIPB/1-1797

@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 
LibreCat: /record/30868
arXiv: 2202.01651

@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 
LibreCat: /record/34103
arXiv: 2210.17341

@inproceedingsDreßler_Sherif_Ngonga Ngomo_2022, title=ADAGIO - Automated Data Augmentation of Knowledge Graphs Using Multi-expression Learning, DOI=10.1145/3511095.3531287, booktitle=Proceedings of the 33rd ACM Conference on Hypertext and Hypermedia, author=Dreßler, Kevin and Sherif, Mohamed and Ngonga Ngomo, Axel-Cyrille, year=2022 
LibreCat: /record/31806
DOI: 10.1145/3511095.3531287

@bookFehring_2022, place=Paderborn, title=Combined Ranking and Regression Trees for Algorithm Selection, author=Fehring, Lukas, year=2022 
LibreCat: /record/33033

@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 
LibreCat: /record/30867
arXiv: 2109.06234

@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 
LibreCat: /record/30865
arXiv: 2107.09414

@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 
LibreCat: /record/33090
DOI: 10.1007/s40194-022-01339-9

@inproceedingsSharma_Demir_Ngonga Ngomo_Wehrheim, title=MLCHECK–Property-Driven Testing of Machine Learning Classifiers, booktitle=Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA), publisher=IEEE, author=Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim, Heike 
LibreCat: /record/28350

@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 
LibreCat: /record/21004
DOI: 10.1109/tpami.2021.3051276

@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 
LibreCat: /record/21092

@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 
LibreCat: /record/21570

@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 
LibreCat: /record/22913

@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 
LibreCat: /record/30866
arXiv: 2111.05850

@bookWever_2021, title=Automated Machine Learning for Multi-Label Classification, DOI=10.17619/UNIPB/1-1302, author=Wever, Marcel Dominik, year=2021 
LibreCat: /record/27284
DOI: 10.17619/UNIPB/1-1302

@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 
LibreCat: /record/21198

@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 
LibreCat: /record/17407

@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 
LibreCat: /record/17408