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477 Publications


2021 | Conference Paper | LibreCat-ID: 22913
Hüllermeier, Eyke, Felix Mohr, Alexander Tornede, and Marcel Dominik Wever. “Automated Machine Learning, Bounded Rationality, and Rational Metareasoning,” 2021.
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2021 | Conference Paper | LibreCat-ID: 22914
Mohr, Felix, and Marcel Dominik Wever. “Replacing the Ex-Def Baseline in AutoML by Naive AutoML,” 2021.
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2021 | Preprint | LibreCat-ID: 30866
Tornede, Tanja, Alexander Tornede, Jonas Manuel Hanselle, Marcel Dominik Wever, Felix Mohr, and Eyke Hüllermeier. “Towards Green Automated Machine Learning: Status Quo and Future Directions.” ArXiv:2111.05850, 2021.
LibreCat | arXiv
 

2021 | Conference Paper | LibreCat-ID: 21198
Hanselle, Jonas Manuel, Alexander Tornede, Marcel Dominik Wever, and Eyke Hüllermeier. “Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance Data.” PAKDD, 2021.
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2021 | Preprint | LibreCat-ID: 27778
Maack, Marten, Friedhelm Meyer auf der Heide, and Simon Pukrop. “Full Version -- Server Cloud Scheduling.” ArXiv:2108.02109, 2021.
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2021 | Journal Article | LibreCat-ID: 23991
Kruse, Stephan, Sergiy Gudyriev, Pascal Kneuper, Tobias Schwabe, Heiko G. Kurz, and Christoph Scheytt. “Silicon Photonic Radar Transmitter IC for Mm-Wave Large Aperture MIMO Radar Using Optical Clock Distribution.” IEEE Microwave and Wireless Components Letters 31, no. 6 (2021): 783–86.
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2021 | Dissertation | LibreCat-ID: 28370
Kohlstedt, Andreas. Modellbasierte Synthese einer hybriden Kraft-/Positionsregelung für einen Fahrzeugachsprüfstand mit hydraulischem Hexapod. Vol. 396. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2021.
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2021 | Dissertation | LibreCat-ID: 52665
Hillebrand, Michael. Entwicklungssystematik Zur Integration von Eigenschaften Der Selbstheilung in Intelligente Technische Systeme . Vol. Band 403. HNI-Verlagsschriftreihe, 2021.
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2021 | Dissertation | LibreCat-ID: 52664
Wu, Liang. Ultrabreitbandige Sampler in SiGe-BiCMOS-Technologie Für Analog-Digital-Wandler Mit Zeitversetzter Abtastung. Vol. 402. HNI-Verlagsschriftreihe, 2021.
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2020 | Dissertation | LibreCat-ID: 28367
Echterfeld, Julian. Systematik zur Digitalisierung von Produktprogrammen. Vol. 393. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.
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2020 | Dissertation | LibreCat-ID: 28369
Lukei, Meinolf. Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel. Vol. 395. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.
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2020 | Conference Paper | LibreCat-ID: 17407
Tornede, Alexander, Marcel Dominik Wever, and Eyke Hüllermeier. “Extreme Algorithm Selection with Dyadic Feature Representation.” In Discovery Science, 2020.
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2020 | Conference Paper | LibreCat-ID: 17408
Hanselle, Jonas Manuel, Alexander Tornede, Marcel Dominik Wever, and Eyke Hüllermeier. “Hybrid Ranking and Regression for Algorithm Selection.” In KI 2020: Advances in Artificial Intelligence, 2020.
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2020 | Conference Paper | LibreCat-ID: 17424
Tornede, Tanja, Alexander Tornede, Marcel Dominik Wever, Felix Mohr, and Eyke Hüllermeier. “AutoML for Predictive Maintenance: One Tool to RUL Them All.” In Proceedings of the ECMLPKDD 2020, 2020. https://doi.org/10.1007/978-3-030-66770-2_8.
LibreCat | DOI
 

2020 | Preprint | LibreCat-ID: 17605 | OA
Heid, Stefan Helmut, Marcel Dominik Wever, and Eyke Hüllermeier. “Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction.” Journal of Data Mining and Digital Humanities. episciences, n.d.
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2020 | Conference Paper | LibreCat-ID: 20306
Tornede, Alexander, Marcel Dominik Wever, and Eyke Hüllermeier. “Towards Meta-Algorithm Selection.” In Workshop MetaLearn 2020 @ NeurIPS 2020, 2020.
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2020 | Conference Paper | LibreCat-ID: 18276
Tornede, Alexander, Marcel Dominik Wever, Stefan Werner, Felix Mohr, and Eyke Hüllermeier. “Run2Survive: A Decision-Theoretic Approach to Algorithm Selection Based on Survival Analysis.” In ACML 2020, 2020.
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2020 | Conference Paper | LibreCat-ID: 15629
Wever, Marcel Dominik, Alexander Tornede, Felix Mohr, and Eyke Hüllermeier. “LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification.” Springer, n.d.
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2020 | Journal Article | LibreCat-ID: 15025
Wever, Marcel Dominik, Lorijn van Rooijen, and Heiko Hamann. “Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets.” Evolutionary Computation 28, no. 2 (2020): 165–193. https://doi.org/10.1162/evco_a_00266.
LibreCat | Files available | DOI
 

2020 | Dissertation | LibreCat-ID: 28368
Lochbichler, Matthias. Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme. Vol. 394. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.
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