@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 

@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 

@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 

@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 

@bookFehring_2022, place=Paderborn, title=Combined Ranking and Regression Trees for Algorithm Selection, author=Fehring, Lukas, 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 

@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 

@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 

@bookWever_2021, title=Automated Machine Learning for Multi-Label Classification, DOI=10.17619/UNIPB/1-1302, author=Wever, Marcel Dominik, 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 

@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 

@bookMoussalem_2020, title=Knowledge Graphs for Multilingual Language Translation and Generation, DOI=10.17619/UNIPB/1-980, author=Moussalem, Diego Campos, year=2020 

@articleKarl_Kundisch_Meyer auf der Heide_Wehrheim_2020, title=A Case for a New IT Ecosystem: On-The-Fly Computing, volume=62, DOI=10.1007/s12599-019-00627-x, number=6, journal=Business &; Information Systems Engineering, publisher=Springer, author=Karl, Holger and Kundisch, Dennis and Meyer auf der Heide, Friedhelm and Wehrheim, Heike, year=2020, pages=467–481 

@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 

@inproceedingsMelnikov_Hüllermeier_2019, title=Learning to Aggregate: Tackling the Aggregation/Disaggregation Problem for OWA, DOI=10.1016/j.jmva.2019.02.017, booktitle=Proceedings ACML, Asian Conference on Machine Learning (Proceedings of Machine Learning Research, 101), author=Melnikov, Vitaly and Hüllermeier, Eyke, year=2019 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

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

@bookGraf_2018, title=Ranking of Classification Algorithms in AutoML, publisher=Universität Paderborn, author=Graf, Helena, year=2018 

@bookScheibl_2018, title=Learning about learning curves from dataset properties, publisher=Universität Paderborn, author=Scheibl, Manuel, year=2018 

@inbookSchäfer_Hüllermeier_2018, place=Cham, title=Preference-Based Reinforcement Learning Using Dyad Ranking, DOI=10.1007/978-3-030-01771-2_11, booktitle=Discovery Science, publisher=Springer International Publishing, author=Schäfer, Dirk and Hüllermeier, Eyke, year=2018, pages=161–175 

@inproceedingsJakobs_Krämer_van Straaten_Lettmann_2017, title=Certiû01cation Matters for Service Markets, booktitle=The Ninth International Conferences on Advanced Service Computing (SERVICE COMPUTATION), author=Jakobs, Marie-Christine and Krämer, Julia and van Straaten, Dirk and Lettmann, Theodor, editor=Marcelo De Barros, Janusz Klink,Tadeus Uhl, Thomas PrinzEditor, year=2017, pages=7–12 

@bookSchnitker_2017, title=Genetischer Algorithmus zur Erstellung von Ensembles von Nested Dichotomies, publisher=Universität Paderborn, author=Schnitker, Nino Noel, year=2017 

@bookHetzer_Tornede_2017, title=Solving the Container Pre-Marshalling Problem using Reinforcement Learning and Structured Output Prediction, publisher=Universität Paderborn, author=Hetzer, Alexander and Tornede, Tanja, year=2017 

@inproceedingsCzech_Hüllermeier_Jakobs_Wehrheim_2017, series=SWAN’17, title=Predicting Rankings of Software Verification Tools, DOI=10.1145/3121257.3121262, booktitle=Proceedings of the 3rd International Workshop on Software Analytics, author=Czech, Mike and Hüllermeier, Eyke and Jakobs, Marie-Christine and Wehrheim, Heike, year=2017, pages=23–26, collection=SWAN’17 

@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 

@articlePlatenius_Shaker_Becker_Hüllermeier_Schäfer_2016, title=Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic, DOI=10.1109/TSE.2016.2632115, number=8, journal=IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017, publisher=IEEE, author=Platenius, Marie Christin and Shaker, Ammar and Becker, Matthias and Hüllermeier, Eyke and Schäfer, Wilhelm, year=2016, pages=739–759