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477 Publications


2021 | Conference Paper | LibreCat-ID: 22913
Hüllermeier E, Mohr F, Tornede A, Wever MD. Automated Machine Learning, Bounded Rationality, and Rational Metareasoning. In: ; 2021.
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2021 | Conference Paper | LibreCat-ID: 22914
Mohr F, Wever MD. Replacing the Ex-Def Baseline in AutoML by Naive AutoML. In: ; 2021.
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2021 | Preprint | LibreCat-ID: 30866
Tornede T, Tornede A, Hanselle JM, Wever MD, Mohr F, Hüllermeier E. Towards Green Automated Machine Learning: Status Quo and Future Directions. arXiv:211105850. Published online 2021.
LibreCat | arXiv
 

2021 | Conference Paper | LibreCat-ID: 21198
Hanselle JM, Tornede A, Wever MD, Hüllermeier E. Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance Data. Published online 2021.
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2021 | Preprint | LibreCat-ID: 27778
Maack M, Meyer auf der Heide F, Pukrop S. Full Version -- Server Cloud Scheduling. arXiv:210802109. Published online 2021.
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2021 | Journal Article | LibreCat-ID: 23991
Kruse S, Gudyriev S, Kneuper P, Schwabe T, Kurz HG, Scheytt C. Silicon Photonic Radar Transmitter IC for mm-Wave Large Aperture MIMO Radar Using Optical Clock Distribution. IEEE Microwave and Wireless Components Letters. 2021;31(6):783-786.
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2021 | Dissertation | LibreCat-ID: 28370
Kohlstedt A. Modellbasierte Synthese einer hybriden Kraft-/Positionsregelung für einen Fahrzeugachsprüfstand mit hydraulischem Hexapod. Vol 396. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2021.
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2021 | Dissertation | LibreCat-ID: 52665
Hillebrand M. Entwicklungssystematik Zur Integration von Eigenschaften Der Selbstheilung in Intelligente Technische Systeme . Vol Band 403.; 2021.
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2021 | Dissertation | LibreCat-ID: 52664
Wu L. Ultrabreitbandige Sampler in SiGe-BiCMOS-Technologie Für Analog-Digital-Wandler Mit Zeitversetzter Abtastung. Vol 402.; 2021.
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2020 | Dissertation | LibreCat-ID: 28367
Echterfeld J. Systematik zur Digitalisierung von Produktprogrammen. Vol 393. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2020.
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2020 | Dissertation | LibreCat-ID: 28369
Lukei M. Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel. Vol 395. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2020.
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2020 | Conference Paper | LibreCat-ID: 17407
Tornede A, Wever MD, Hüllermeier E. Extreme Algorithm Selection with Dyadic Feature Representation. In: Discovery Science. ; 2020.
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2020 | Conference Paper | LibreCat-ID: 17408
Hanselle JM, Tornede A, Wever MD, Hüllermeier E. 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 T, Tornede A, Wever MD, Mohr F, Hüllermeier E. AutoML for Predictive Maintenance: One Tool to RUL Them All. In: Proceedings of the ECMLPKDD 2020. ; 2020. doi:10.1007/978-3-030-66770-2_8
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2020 | Preprint | LibreCat-ID: 17605 | OA
Heid SH, Wever MD, Hüllermeier E. Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction. Journal of Data Mining and Digital Humanities.
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2020 | Conference Paper | LibreCat-ID: 20306
Tornede A, Wever MD, Hüllermeier E. Towards Meta-Algorithm Selection. In: Workshop MetaLearn 2020 @ NeurIPS 2020. ; 2020.
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2020 | Conference Paper | LibreCat-ID: 18276
Tornede A, Wever MD, Werner S, Mohr F, Hüllermeier E. 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 MD, Tornede A, Mohr F, Hüllermeier E. LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification. In: Springer.
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2020 | Journal Article | LibreCat-ID: 15025
Wever MD, van Rooijen L, Hamann H. Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets. Evolutionary Computation. 2020;28(2):165–193. doi:10.1162/evco_a_00266
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2020 | Dissertation | LibreCat-ID: 28368
Lochbichler M. Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme. Vol 394. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2020.
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