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477 Publications
2021 | Conference Paper | LibreCat-ID: 22913
E. Hüllermeier, F. Mohr, A. Tornede, and M. D. Wever, “Automated Machine Learning, Bounded Rationality, and Rational Metareasoning,” presented at the ECML/PKDD Workshop on Automating Data Science, Bilbao (Virtual), 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 22914
F. Mohr and M. D. Wever, “Replacing the Ex-Def Baseline in AutoML by Naive AutoML,” presented at the 8th ICML Workshop on Automated Machine Learning, Virtual, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 21198
J. M. Hanselle, A. Tornede, M. D. Wever, and E. Hüllermeier, “Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance Data.” 2021.
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2021 | Preprint | LibreCat-ID: 27778
M. Maack, F. Meyer auf der Heide, and S. Pukrop, “Full Version -- Server Cloud Scheduling,” arXiv:2108.02109. 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 23991
S. Kruse, S. Gudyriev, P. Kneuper, T. Schwabe, H. G. Kurz, and C. Scheytt, “Silicon Photonic Radar Transmitter IC for mm-Wave Large Aperture MIMO Radar Using Optical Clock Distribution,” IEEE Microwave and Wireless Components Letters, vol. 31, no. 6, pp. 783–786, 2021.
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2021 | Dissertation | LibreCat-ID: 28370
A. Kohlstedt, Modellbasierte Synthese einer hybriden Kraft-/Positionsregelung für einen Fahrzeugachsprüfstand mit hydraulischem Hexapod, vol. 396. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2021.
LibreCat
2021 | Dissertation | LibreCat-ID: 52665
M. Hillebrand, Entwicklungssystematik zur Integration von Eigenschaften der Selbstheilung in Intelligente Technische Systeme , vol. Band 403. 2021.
LibreCat
2021 | Dissertation | LibreCat-ID: 52664
L. Wu, Ultrabreitbandige Sampler in SiGe-BiCMOS-Technologie für Analog-Digital-Wandler mit zeitversetzter Abtastung, vol. 402. 2021.
LibreCat
2020 | Dissertation | LibreCat-ID: 28367
J. Echterfeld, Systematik zur Digitalisierung von Produktprogrammen, vol. 393. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.
LibreCat
2020 | Dissertation | LibreCat-ID: 28369
M. Lukei, Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel, vol. 395. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 17407
A. Tornede, M. D. Wever, and E. Hüllermeier, “Extreme Algorithm Selection with Dyadic Feature Representation,” presented at the Discovery Science 2020, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 17408
J. M. Hanselle, A. Tornede, M. D. Wever, and E. Hüllermeier, “Hybrid Ranking and Regression for Algorithm Selection,” presented at the 43rd German Conference on Artificial Intelligence, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 17424
T. Tornede, A. Tornede, M. D. Wever, F. Mohr, and E. Hüllermeier, “AutoML for Predictive Maintenance: One Tool to RUL Them All,” presented at the IOTStream Workshop @ ECMLPKDD 2020, 2020, doi: 10.1007/978-3-030-66770-2_8.
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| DOI
2020 | Preprint | LibreCat-ID: 17605 | 
S. H. Heid, M. D. Wever, and E. Hüllermeier, “Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction,” Journal of Data Mining and Digital Humanities. episciences.
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2020 | Conference Paper | LibreCat-ID: 20306
A. Tornede, M. D. Wever, and E. Hüllermeier, “Towards Meta-Algorithm Selection,” presented at the Workshop MetaLearn 2020 @ NeurIPS 2020, Online, 2020.
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2020 | Conference Paper | LibreCat-ID: 18276
A. Tornede, M. D. Wever, S. Werner, F. Mohr, and E. Hüllermeier, “Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis,” presented at the 12th Asian Conference on Machine Learning, Bangkok, Thailand, 2020.
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2020 | Conference Paper | LibreCat-ID: 15629
M. D. Wever, A. Tornede, F. Mohr, and E. Hüllermeier, “LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification,” presented at the Symposium on Intelligent Data Analysis, Konstanz, Germany.
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2020 | Journal Article | LibreCat-ID: 15025
M. D. Wever, L. van Rooijen, and H. Hamann, “Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets,” Evolutionary Computation, vol. 28, no. 2, pp. 165–193, 2020, doi: 10.1162/evco_a_00266.
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2020 | Dissertation | LibreCat-ID: 28368
M. Lochbichler, Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme, vol. 394. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.
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