@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

@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

@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

@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

@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

@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

@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 
LibreCat: /record/17424
DOI: 10.1007/978-3-030-66770-2_8

@articleHeid_Wever_Hüllermeier, title=Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction, journal=Journal of Data Mining and Digital Humanities, publisher=episciences, author=Heid, Stefan Helmut and Wever, Marcel Dominik and Hüllermeier, Eyke 
LibreCat: /record/17605

@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 
LibreCat: /record/20306

@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 
LibreCat: /record/18276

@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 
LibreCat: /record/15629

@articleWever_van Rooijen_Hamann_2020, title=Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets, volume=28, DOI=10.1162/evco_a_00266, number=2, journal=Evolutionary Computation, publisher=MIT Press Journals, author=Wever, Marcel Dominik and van Rooijen, Lorijn and Hamann, Heiko, year=2020, pages=165–193 
LibreCat: /record/15025
DOI: 10.1162/evco_a_00266

@articleMerten_Seemann_Wever_2019, title=Grammatikwandel digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff, number=142, journal=Niederdeutsches Jahrbuch, author=Merten, Marie-Luis and Seemann, Nina and Wever, Marcel Dominik, year=2019, pages=124–146 
LibreCat: /record/17565

@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 
LibreCat: /record/8868

@inproceedingsTornede_Wever_Hüllermeier_2019, title=Algorithm Selection as Recommendation: From Collaborative Filtering to Dyad Ranking, booktitle=Proceedings - 29. Workshop Computational Intelligence, Dortmund, 28. - 29. November 2019, publisher=KIT Scientific Publishing, Karlsruhe, author=Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke, editor=Hoffmann, Frank and Hüllermeier, Eyke and Mikut, RalfEditors, year=2019, pages=135–146 
LibreCat: /record/15011

@inproceedingsMohr_Wever_Tornede_Hüllermeier_2019, place=Bonn, series=INFORMATIK 2019, Lecture Notes in Informatics (LNI), Gesellschaft für Informatik, title=From Automated to On-The-Fly Machine Learning, booktitle=INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft, publisher=Gesellschaft für Informatik e.V., author=Mohr, Felix and Wever, Marcel Dominik and Tornede, Alexander and Hüllermeier, Eyke, year=2019, pages=273–274, collection=INFORMATIK 2019, Lecture Notes in Informatics (LNI), Gesellschaft für Informatik 
LibreCat: /record/13132

@inproceedingsWever_Mohr_Tornede_Hüllermeier_2019, title=Automating Multi-Label Classification Extending ML-Plan, author=Wever, Marcel Dominik and Mohr, Felix and Tornede, Alexander and Hüllermeier, Eyke, year=2019 
LibreCat: /record/10232

@inproceedingsMohr_Wever_Hüllermeier_Faez_2018, place=San Francisco, CA, USA, title=(WIP) Towards the Automated Composition of Machine Learning Services, DOI=10.1109/SCC.2018.00039, booktitle=SCC, publisher=IEEE, author=Mohr, Felix and Wever, Marcel Dominik and Hüllermeier, Eyke and Faez, Amin, year=2018 
LibreCat: /record/2479
DOI: 10.1109/SCC.2018.00039

@inproceedingsMohr_Lettmann_Hüllermeier_Wever_2018, title=Programmatic Task Network Planning, booktitle=Proceedings of the 1st ICAPS Workshop on Hierarchical Planning, publisher=AAAI, author=Mohr, Felix and Lettmann, Theodor and Hüllermeier, Eyke and Wever, Marcel Dominik, year=2018, pages=31–39 
LibreCat: /record/2857

@inproceedingsMohr_Wever_Hüllermeier_2018, place=San Francisco, CA, USA, title=On-The-Fly Service Construction with Prototypes, DOI=10.1109/SCC.2018.00036, booktitle=SCC, publisher=IEEE Computer Society, author=Mohr, Felix and Wever, Marcel Dominik and Hüllermeier, Eyke, year=2018 
LibreCat: /record/2471
DOI: 10.1109/SCC.2018.00036

@articleMohr_Wever_Hüllermeier_2018, title=ML-Plan: Automated Machine Learning via Hierarchical Planning, DOI=10.1007/s10994-018-5735-z, journal=Machine Learning, publisher=Springer, author=Mohr, Felix and Wever, Marcel Dominik and Hüllermeier, Eyke, year=2018, pages=1495–1515 
LibreCat: /record/3510
DOI: 10.1007/s10994-018-5735-z

@inproceedingsMohr_Wever_Hüllermeier, place=‘s-Hertogenbosch, the Netherlands, title=Reduction Stumps for Multi-Class Classification, DOI=10.1007/978-3-030-01768-2_19, booktitle=Proceedings of the Symposium on Intelligent Data Analysis, author=Mohr, Felix and Wever, Marcel Dominik and Hüllermeier, Eyke 
LibreCat: /record/3552
DOI: 10.1007/978-3-030-01768-2_19

@inproceedingsWever_Mohr_Hüllermeier_2018, title=ML-Plan for Unlimited-Length Machine Learning Pipelines, booktitle=ICML 2018 AutoML Workshop, author=Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke, year=2018 
LibreCat: /record/3852

@inproceedingsWever_Mohr_Hüllermeier_2018, place=Kyoto, Japan, title=Ensembles of Evolved Nested Dichotomies for Classification, DOI=10.1145/3205455.3205562, booktitle=Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018, publisher=ACM, author=Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke, year=2018 
LibreCat: /record/2109
DOI: 10.1145/3205455.3205562

@articleWever_Mohr_Hüllermeier_2018, title=Automated Multi-Label Classification based on ML-Plan, publisher=Arxiv, author=Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke, year=2018 
LibreCat: /record/17713

@articleMohr_Wever_Hüllermeier_2018, title=Automated machine learning service composition, author=Mohr, Felix and Wever, Marcel Dominik and Hüllermeier, Eyke, year=2018 
LibreCat: /record/17714

@inproceedingsSeemann_Geierhos_Merten_Tophinke_Wever_Hüllermeier_2018, title=Supporting the Cognitive Process in Annotation Tasks, booktitle=Postersession Computerlinguistik der 40. Jahrestagung der Deutschen Gesellschaft für Sprachwissenschaft, author=Seemann, Nina and Geierhos, Michaela and Merten, Marie-Luis and Tophinke, Doris and Wever, Marcel Dominik and Hüllermeier, Eyke, editor=Eckart, Kerstin  and Schlechtweg, Dominik , year=2018 
LibreCat: /record/1379

@inproceedingsWever_Mohr_Hüllermeier_2017, place=Dortmund, title=Automatic Machine Learning: Hierachical Planning Versus Evolutionary Optimization, booktitle=27th Workshop Computational Intelligence, author=Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke, year=2017 
LibreCat: /record/1180

@bookWever_2017, title=Active Learning of User Requirement Specifications in Dynamic Software Service Markets, publisher=Universität Paderborn, author=Wever, Marcel Dominik, year=2017 
LibreCat: /record/119

@inproceedingsWever_van Rooijen_Hamann_2017, title=Active Coevolutionary Learning of Requirements Specifications from Examples, DOI=10.1145/3071178.3071258, booktitle=Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), author=Wever, Marcel Dominik and van Rooijen, Lorijn and Hamann, Heiko, year=2017, pages=1327--1334 
LibreCat: /record/120
DOI: 10.1145/3071178.3071258