@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 

@articleDellnitz_Hüllermeier_Lücke_Ober-Blöbaum_Offen_Peitz_Pfannschmidt_2023, title=Efficient time stepping for numerical integration using reinforcement  learning, volume=45, DOI=10.1137/21M1412682, number=2, journal=SIAM Journal on Scientific Computing, author=Dellnitz, Michael and Hüllermeier, Eyke and Lücke, Marvin and Ober-Blöbaum, Sina and Offen, Christian and Peitz, Sebastian and Pfannschmidt, Karlson, year=2023, pages=9–5 
LibreCat: /record/21600
DOI: 10.1137/21M1412682
arXiv: arXiv:2104.03562

@inproceedingsGevers_Schöppner_Hüllermeier_2021, title=Heated tool butt welding of two different materials –  Established methods versus artificial intelligence, author=Gevers, Karina and Schöppner, Volker and Hüllermeier, Eyke, year=2021 
LibreCat: /record/24382

@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

@articleBengs_Busa-Fekete_El Mesaoudi-Paul_Hüllermeier_2021, title=Preference-based Online Learning with Dueling Bandits: A Survey, volume=22, number=7, journal=Journal of Machine Learning Research, author=Bengs, Viktor and Busa-Fekete, Róbert and El Mesaoudi-Paul, Adil and Hüllermeier, Eyke, year=2021, pages=1–108 
LibreCat: /record/21535

@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

@inproceedingsBernijazov_Dicks_Dumitrescu_Foullois_Hanselle_Hüllermeier_Karakaya_Ködding_Lohweg_Malatyali_et al._2021, title=A Meta-Review on Artiû01cial Intelligence in Product Creation, booktitle=Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21), author=Bernijazov, Ruslan and Dicks, Alexander and Dumitrescu, Roman and Foullois, Marc and Hanselle, Jonas Manuel and Hüllermeier, Eyke and Karakaya, Gökce and Ködding, Patrick and Lohweg, Volker and Malatyali, Manuel and et al., year=2021 
LibreCat: /record/23779

@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

@inproceedingsMohr_Wever_2021, title=Replacing the Ex-Def Baseline in AutoML by Naive AutoML, author=Mohr, Felix and Wever, Marcel Dominik, year=2021 
LibreCat: /record/22914