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5397 Publications


2021 | Journal Article | LibreCat-ID: 20683
B. Feldkord, T. Knollmann, M. Malatyali, and F. Meyer auf der Heide, “Managing Multiple Mobile Resources,” Theory of Computing Systems.
LibreCat | DOI
 

2021 | Journal Article | LibreCat-ID: 21004
M. D. Wever, A. Tornede, F. Mohr, and E. Hüllermeier, “AutoML for Multi-Label Classification: Overview and Empirical Evaluation,” IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1–1, 2021.
LibreCat | DOI
 

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

2021 | Journal Article | LibreCat-ID: 21232
D. Itner, H. Gravenkamp, D. Dreiling, N. Feldmann, and B. Henning, “Efficient semi-analytical simulation of elastic guided waves in cylinders subject to arbitrary non-symmetric loads,” Ultrasonics, 2021.
LibreCat | DOI
 

2021 | Conference Paper | LibreCat-ID: 21496
E. Yigitbas, K. Karakaya, I. Jovanovikj, and G. Engels, “Enhancing Human-in-the-Loop Adaptive Systems through Digital Twins and VR Interfaces,” in Proceedings of the 16th Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2021) (to appear), 2021.
LibreCat
 

2021 | Journal Article | LibreCat-ID: 21535
V. Bengs, R. Busa-Fekete, A. El Mesaoudi-Paul, and E. Hüllermeier, “Preference-based Online Learning with Dueling Bandits: A Survey,” Journal of Machine Learning Research, vol. 22, no. 7, pp. 1–108, 2021.
LibreCat
 

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.
LibreCat | Download (ext.)
 

2021 | Preprint | LibreCat-ID: 21600
M. Dellnitz et al., “Efficient time stepping for numerical integration using reinforcement  learning,” arXiv:2104.03562. 2021.
LibreCat | Download (ext.)
 

2021 | Preprint | LibreCat-ID: 21732
R. Schade et al., “Enabling Electronic Structure-Based Ab-Initio Molecular Dynamics  Simulations with Hundreds of Millions of Atoms.” 2021.
LibreCat | arXiv
 

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