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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 | 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.
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2020 | Preprint | LibreCat-ID: 17605 | 
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.
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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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2019 | Dissertation | LibreCat-ID: 28363
Mittag, Tobias. Systematik zur Gestaltung der Wertschöpfung für digitalisierte hybride Marktleistungen. Vol. 389. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.
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2019 | Misc | LibreCat-ID: 28364
Gausemeier, Jürgen. Vorausschau und Technologieplanung. 15. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019. Vol. 390. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.
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2019 | Dissertation | LibreCat-ID: 28365
Schierbaum, Anja Maria. Systematik zur Ableitung bedarfsgerechter Systems Engineering Leitfäden im Maschinenbau. Vol. 391. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.
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2019 | Journal Article | LibreCat-ID: 17565
Merten, Marie-Luis, Nina Seemann, and Marcel Dominik Wever. “Grammatikwandel digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff.” Niederdeutsches Jahrbuch, no. 142 (2019): 124–46.
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2019 | Conference Paper | LibreCat-ID: 22000
Gräßler, I., and C. Oleff. “Risikoorientierte Analyse Und Handhabung von Anforderungsänderungen.” In Design for X - Beiträge Zum 30. DfX-Symposium , 30:49–60, 2019. https://doi.org/ 10.35199/dfx2019.5.
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2019 | Conference Paper | LibreCat-ID: 22001
Gräßler, I., C. Oleff, and P. Scholle. “Priorisierung von Anforderungen Für Die Entwicklung Mechatronischer Systeme.” In Fachtagung Mechatronik 2019 Paderborn, S. 1-6, 2019. https://doi.org/ 10.17619/UNIPB/1-791.
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2019 | Conference Paper | LibreCat-ID: 22002
Gräßler, I., H. Thiele, C. Oleff, P. Scholle, and V. Schulze. “Priorisierung von Anforderungen Für Die Entwicklung Mechatronischer Systeme.” In International Conference on Engineering Design (ICED19), 1265–74, 2019. https://doi.org/10.17619/UNIPB/1-791.
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2019 | Journal Article | LibreCat-ID: 14896
Dann, Andreas, Ben Hermann, and Eric Bodden. “ModGuard: Identifying Integrity &Confidentiality Violations in Java Modules.” IEEE Transactions on Software Engineering, 2019, 1–1. https://doi.org/10.1109/tse.2019.2931331.
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2019 | Conference Paper | LibreCat-ID: 14897
Dann, Andreas, Ben Hermann, and Eric Bodden. “SootDiff: Bytecode Comparison across Different Java Compilers.” In Proceedings of the 8th ACM SIGPLAN International Workshop on State Of the Art in Program Analysis - SOAP 2019, 2019. https://doi.org/10.1145/3315568.3329966.
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2019 | Conference Paper | LibreCat-ID: 14899
Kruger, Stefan, and Ben Hermann. “Can an Online Service Predict Gender? On the State-of-the-Art in Gender Identification from Texts.” In 2019 IEEE/ACM 2nd International Workshop on Gender Equality in Software Engineering (GE), 2019. https://doi.org/10.1109/ge.2019.00012.
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2019 | Dissertation | LibreCat-ID: 28366
Pai, Arathi. Computationally Efficient Modelling and Precision Position and Force Control of SMA Actuators. Vol. 392. Verlagsschriftenreihe Des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.
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2019 | Conference Paper | LibreCat-ID: 14898
Schubert, Philipp, Richard Leer, Ben Hermann, and Eric Bodden. “Know Your Analysis: How Instrumentation Aids Understanding Static Analysis.” In Proceedings of the 8th ACM SIGPLAN International Workshop on State Of the Art in Program Analysis - SOAP 2019, 2019. https://doi.org/10.1145/3315568.3329965.
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2018 | Misc | LibreCat-ID: 28361
Gausemeier, Jürgen. Vorausschau und Technologieplanung. 14. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 8. und 9. November 2018. Vol. 385. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2018.
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2018 | Dissertation | LibreCat-ID: 26249
Weber, Jens. Modellbasierte Werkstück- und Werkzeugpositionierung zur Reduzierung der Zykluszeit in NC-Programmen. Vol. 377. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2018.
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2018 | Dissertation | LibreCat-ID: 26250
Kage, Martin. Systematik zur Positionierung in technologieinduzierten Wertschöpfungsnetzwerken. Vol. 383. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2018.
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2018 | Dissertation | LibreCat-ID: 26251
Dülme, Christian. Systematik zur zukunftsorientierten Konsolidierung variantenreicher Produktprogramme. Vol. 384. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2018.
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2018 | Dissertation | LibreCat-ID: 26252
Schneider, Marcel. Spezifikationstechnik zur Beschreibung und Analyse von Wertschöpfungssystemen. Vol. 386. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2018.
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2018 | Dissertation | LibreCat-ID: 26253
Echterhoff, Benedikt. Methodik zur Einführung innovativer Geschäftsmodelle in etablierten Unternehmen. Vol. 387. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2018.
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2018 | Journal Article | LibreCat-ID: 3510 |
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “ML-Plan: Automated Machine Learning via Hierarchical Planning.” Machine Learning, 2018, 1495–1515. https://doi.org/10.1007/s10994-018-5735-z.
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2018 | Preprint | LibreCat-ID: 17713 |
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Automated Multi-Label Classification Based on ML-Plan.” Arxiv, 2018.
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2018 | Preprint | LibreCat-ID: 17714 |
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “Automated Machine Learning Service Composition,” 2018.
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2018 | Conference Paper | LibreCat-ID: 21991
Graessler, Iris, Philipp Scholle, Julian Hentze, and Christian Oleff. “SEMI-AUTOMATIZED ASSESSMENT OF REQUIREMENT INTERRELATIONS.” In Proceedings of the DESIGN 2018 15th International Design Conference, 2018. https://doi.org/10.21278/idc.2018.0298.
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2018 | Conference Paper | LibreCat-ID: 21998
Gräßler, I., P. Scholle, J. Hentze, and C. Oleff. “Semi-Automatized Assessment of Requirement Interrelations.” In 15th International Design Conference, 15:S. 325-334, 2018. https://doi.org/10.21278/idc.2018.0298.
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2018 | Conference Paper | LibreCat-ID: 21999
Gräßler, I., C. Oleff, and P. Scholle. “Methode Zur Bewertung von Anforderungsänderungen Additiv Gefertigter Produkte.” In Design for X - Beiträge Zum 29. DfX-Symposium, 29:333–44, 2018. https://www.researchgate.net/publication/331742431_Methode_zur_Bewertung_von_Anforderungsanderungen_additiv_gefertigter_Produkte.
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2018 | Conference (Editor) | LibreCat-ID: 10591
Abiteboul, S., M. Arenas, P. Barceló, M. Bienvenu, D. Calvanese, C. David, R. Hull, et al., eds. Research Directions for Principles of Data Management. Vol. 7, 2018.
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2018 | Book Chapter | LibreCat-ID: 10783
Couso, Ines, and Eyke Hüllermeier. “Statistical Inference for Incomplete Ranking Data: A Comparison of Two Likelihood-Based Estimators.” In Frontiers in Computational Intelligence, edited by Sanaz Mostaghim, Andreas Nürnberger, and Christian Borgelt, 31–46. Springer, 2018.
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2018 | Journal Article | LibreCat-ID: 16038
Schäfer, D., and Eyke Hüllermeier. “Dyad Ranking Using Plackett-Luce Models Based on Joint Feature Representations.” Machine Learning 107, no. 5 (2018): 903–41.
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2018 | Conference Paper | LibreCat-ID: 10145
Ahmadi Fahandar, Mohsen, and Eyke Hüllermeier. “Learning to Rank Based on Analogical Reasoning.” In Proc. 32 Nd AAAI Conference on Artificial Intelligence (AAAI), 2951–58, 2018.
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2018 | Conference Paper | LibreCat-ID: 10148
El Mesaoudi-Paul, Adil, Eyke Hüllermeier, and Robert Busa-Fekete. “Ranking Distributions Based on Noisy Sorting.” In Proc. 35th Int. Conference on Machine Learning (ICML), 3469–77. Verlagsschriftenreihe Des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2018.
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2018 | Conference Paper | LibreCat-ID: 10149
Hesse, M., J. Timmermann, Eyke Hüllermeier, and Ansgar Trächtler. “A Reinforcement Learning Strategy for the Swing-Up of the Double Pendulum on a Cart.” In Proc. 4th Int. Conference on System-Integrated Intelligence: Intelligent, Flexible and Connected Systems in Products and Production, Procedia Manufacturing 24, 15–20, 2018.
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