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477 Publications


2018 | Preprint | LibreCat-ID: 17714 | OA
F. Mohr, M. D. Wever, and E. Hüllermeier, “Automated machine learning service composition.” 2018.
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2018 | Conference Paper | LibreCat-ID: 21991
I. Graessler, P. Scholle, J. Hentze, and C. Oleff, “SEMI-AUTOMATIZED ASSESSMENT OF REQUIREMENT INTERRELATIONS,” in Proceedings of the DESIGN 2018 15th International Design Conference, 2018.
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2018 | Conference Paper | LibreCat-ID: 21998
I. Gräßler, P. Scholle, J. Hentze, and C. Oleff, “Semi-Automatized Assessment of Requirement Interrelations,” in 15th International Design Conference, 2018, vol. 15, p. S. 325-334.
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2018 | Conference Paper | LibreCat-ID: 21999
I. Gräßler, C. Oleff, and P. Scholle, “Methode zur Bewertung von Anforderungsänderungen additiv gefertigter Produkte,” in Design for X - Beiträge zum 29. DfX-Symposium, 2018, vol. 29, pp. 333–344, doi: https://www.researchgate.net/publication/331742431_Methode_zur_Bewertung_von_Anforderungsanderungen_additiv_gefertigter_Produkte.
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2018 | Conference (Editor) | LibreCat-ID: 10591
S. Abiteboul et al., Eds., Research Directions for Principles of Data Management, vol. 7, no. 1. 2018, pp. 1–29.
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2018 | Book Chapter | LibreCat-ID: 10783
I. Couso and E. Hüllermeier, “Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators,” in Frontiers in Computational Intelligence, S. Mostaghim, A. Nürnberger, and C. Borgelt, Eds. Springer, 2018, pp. 31–46.
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2018 | Journal Article | LibreCat-ID: 16038
D. Schäfer and E. Hüllermeier, “Dyad ranking using Plackett-Luce models based on joint feature representations,” Machine Learning, vol. 107, no. 5, pp. 903–941, 2018.
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2018 | Conference Paper | LibreCat-ID: 10145
M. Ahmadi Fahandar and E. Hüllermeier, “Learning to Rank Based on Analogical Reasoning,” in Proc. 32 nd AAAI Conference on Artificial Intelligence (AAAI), 2018, pp. 2951–2958.
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2018 | Conference Paper | LibreCat-ID: 10148
A. El Mesaoudi-Paul, E. Hüllermeier, and R. Busa-Fekete, “Ranking Distributions based on Noisy Sorting,” in Proc. 35th Int. Conference on Machine Learning (ICML), 2018, pp. 3469–3477.
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2018 | Conference Paper | LibreCat-ID: 10149
M. Hesse, J. Timmermann, E. Hüllermeier, and A. 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, 2018, pp. 15–20.
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2018 | Book Chapter | LibreCat-ID: 10152
E. L. Mencia, J. Fürnkranz, E. Hüllermeier, and M. Rapp, “Learning interpretable rules for multi-label classification,” in Explainable and Interpretable Models in Computer Vision and Machine Learning, H. Jair Escalante, S. Escalera, I. Guyon, X. Baro, Y. Güclüütürk, U. Güclü, and M. A. J. van Gerven, Eds. Springer, 2018, pp. 81–113.
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2018 | Conference Paper | LibreCat-ID: 10181
V.-L. Nguyen, S. Destercke, M.-H. Masson, and E. Hüllermeier, “Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty,” in Proc. 27th Int.Joint Conference on Artificial Intelligence (IJCAI), 2018, pp. 5089–5095.
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2018 | Conference Paper | LibreCat-ID: 10184
D. Schäfer and E. Hüllermeier, “Preference-Based Reinforcement Learning Using Dyad Ranking,” in Proc. 21st Int. Conference on Discovery Science (DS), 2018, pp. 161–175.
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2018 | Journal Article | LibreCat-ID: 10276
D. Schäfer and E. Hüllermeier, “Dyad Ranking Using Plackett-Luce Models based on joint feature representations,” Machine Learning, vol. 107, no. 5, pp. 903–941, 2018.
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2018 | Dissertation | LibreCat-ID: 27156
D. Köchling, Systematik zur integrativen Planung des Verhaltens selbstoptimierender Produktionssysteme, vol. 382. Fakultät für Maschinenbau, Universität Paderborn, HNI-Verlagsschriftenreihe, Paderborn, Band 382, 2018.
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2017 | Misc | LibreCat-ID: 28231
E. Bodden, F. Dressler, F. Meyer auf der Heide, C. Scheytt, and A. Trächtler, Intelligente technische Systeme, vol. 369. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2017.
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2017 | Dissertation | LibreCat-ID: 28232
A. T. Kühn, Systematik zur Release-Planung intelligenter technischer Systeme, vol. 370. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2017.
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2017 | Misc | LibreCat-ID: 28359
J. Gausemeier, Vorausschau und Technologieplanung. 13. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 23. und 24. November 2017, vol. 374. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2017.
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2017 | Dissertation | LibreCat-ID: 26246
P. Iwanek, Systematik zur Steigerung der Intelligenz mechatronischer Systeme im Maschinen- und Anlagenbau, vol. 366. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2017.
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2017 | Dissertation | LibreCat-ID: 26247
T. Schierbaum, Systematik zur Kostenbewertung im Systementwurf mechatronischer Systeme in der Technologie Molded Interconnect Devices (MID), vol. 368. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2017.
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