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18413 Publications

2021 | Journal Article | LibreCat-ID: 21092
F. Mohr, M. D. Wever, A. Tornede, and E. Hüllermeier, “Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning,” IEEE Transactions on Pattern Analysis and Machine Intelligence.

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,” presented at the The 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-2021), Delhi, India, 2021.

2021 | Conference Paper | LibreCat-ID: 22463
L. Luo, M. Schäf, D. Sanchez, and E. Bodden, “IDE Support for Cloud-Based Static Analyses,” 2021.

2021 | Journal Article | LibreCat-ID: 21597
P. Holzinger and E. Bodden, “A Systematic Hardening of Java’s Information Hiding,” International Symposium on Advanced Security on Software and Systems (ASSS), 2021.
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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.

2021 | Book (Editor) | LibreCat-ID: 26996
R. Koch, I. Gräßler, D. Zimmer, and T. Tröster, Eds., Mehrzieloptimierte und durchgängig automatisierte Bauteilentwicklung für Additive Fertigungsverfahren im Produktentstehungsprozess - Ergebnisbericht des BMBF Verbundprojektes OptiAMix, vol. 25. Düren: Shaker Verlag, 2021.

2021 | Journal Article | LibreCat-ID: 27007
I. Perrar et al., “Relevance of fructose intake in adolescence for fatty liver indices in young adulthood,” European Journal of Nutrition, pp. 3029–3041, 2021, doi: 10.1007/s00394-020-02463-2.
LibreCat | DOI

2021 | Journal Article | LibreCat-ID: 26775
M. Pelster, A. Hofmann, N. Klocke, and S. Warkulat, “Managerial personality traits and selective hedging,” Journal of Business Ethics, doi: 10.1007/s10551-021-04985-z.
LibreCat | DOI

2021 | Book | LibreCat-ID: 26984
R. Dumitrescu, L. Özcan, P. Ködding, M. Foullois, and R. Bernijazov, Künstliche Intelligenz in der Produktentstehung. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.

2021 | Conference Paper | LibreCat-ID: 26718
P. Pollmeier and S. Fechner, “ Erweiterung des epistemologischen Verständnisses durch Konfrontation mit anomalen Daten.,” in Naturwissenschaftlicher Unterricht und Lehrerbildung im Umbruch?, virtuell, 2021, pp. 605–608.
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2021 | Book Chapter | LibreCat-ID: 27090
C. Pierenkemper and J. Gausemeier, “Developing Strategies for Digital Transformation in SMEs with Maturity Models,” in Digitalization, D. R. Schallmo and J. Tidd, Eds. Springer, 2021.

2021 | Journal Article | LibreCat-ID: 26876
F. Hellmich, F. K. Hoya, J. R. Schulze, and E. Blumberg, “Effects of pre-service teachers’ collaboration on children’s competencies and motivation in (non-)inclusive primary school science lessons,” International Journal of Inclusive Education, pp. 1–15, 2021, doi: 10.1080/13603116.2020.1862406.
LibreCat | DOI

2021 | Conference Paper | LibreCat-ID: 27141
R. Rasor, D. Göllner, R. Bernijazov, L. Kaiser, and R. Dumitrescu, “Towards collaborative life cycle specification of digital twins in manufacturing value chains,” in Procedia CIRP, 2021, vol. 98, pp. 229–234.

2021 | Dissertation | LibreCat-ID: 27158
L. Luo, Improving Real-World Applicability of Static Taint Analysis. Universität Paderborn, 2021.
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2021 | Preprint | LibreCat-ID: 27160
S. Gharibian and D. Rudolph, “On polynomially many queries to NP or QMA oracles,” To appear in 13th Innovations in Theoretical Computer Science (ITCS 2022). 2021.
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2021 | Conference Paper | LibreCat-ID: 22280
J. Lienen, E. Hüllermeier, R. Ewerth, and N. Nommensen, “Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR, Online, 2021, pp. 14595–14604.

2021 | Conference Paper | LibreCat-ID: 27211
M. Wende, F. Fischer, and E. Kenig, “Numerical and Experimental Investigation of Zero-Gravity Distillation Units,” presented at the 24th Conference on Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction (PRES‘21) , Brno, Tschechische Republik, 2021.

2021 | Conference Abstract | LibreCat-ID: 27285
O. E. C. Hagedorn, M. Broll, O. Kirsch, T. Hemsel, and W. Sextro, “Experimental investigation of the influence of different bond tool grooves on the bond quality for ultrasonic thick wire bonding,” presented at the International Workshop on Piezoelectric Materials and Applications in Actuators, 2021.

2021 | Journal Article | LibreCat-ID: 27367
H. Zeipert et al., “An approach to adhesive bond characterisation using guided acoustic waves in multi-layered plates,” at - Automatisierungstechnik, pp. 962–969, 2021, doi: 10.1515/auto-2021-0089.
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2021 | Conference Paper | LibreCat-ID: 25520
L. Höper et al., “Zur neuen Bedeutung von Daten in Data Science und kuenstlicher Intelligenz,” in 19. GI-Fachtagung Informatik und Schule, INFOS 2021, Wuppertal, Germany, September 8-10, 2021, 2021, vol. P-313, p. 345, doi: 10.18420/infos2021\_a230.
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