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Learning multiple defaults for machine learning algorithms2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Machine Learning and Data Classification Open access cited by 2 patents
Florian Pfisterer, Jan N. van Rijn, Philipp Probst, Andreas Christian Müller, Bernd Bischl
28citations -
Towards Automation of Configuration Management for Multi-Research Infrastructure Experiments2023 Asia Meeting on Environment and Electrical Engineering (EEE-AM) conference-paper Decision Sciences Scientific Computing and Data Management
Oliver Gehrke, Steffen Vogel, E. Widl, Vetrivel Subramaniam Rajkumar, Minh Cong Pham, Quoc Tuan Tran, +4 more
1citations -
Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP2023 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Moritz Vinzent Seiler, Jeroen Rook, Jonathan Heins, Oliver Ludger Preuß, Jakob Bossek, Heike Trautmann
7citations -
Evaluation of Parts for Additive Manufacturing utilizing System Models of AM Plants2021 IOP Conference Series Materials Science and Engineering conference-paper Engineering Additive Manufacturing and 3D Printing Technologies Open access
Marcel Winkler, Georg Jacobs, Kathrin Spütz, Christian Konrad
4citations -
kconfig-webconf: retrofitting performance models onto kconfig-based software product lines2022 ACM International Systems and Software Product Line Conference (SPLC) conference-paper Computer Science Advanced Software Engineering Methodologies
Daniel Friesel, Kathrin Elmenhorst, Lennart Kaiser, Michael Rolf Müller, Olaf Spinczyk
2citations -
Landscape-Aware Automated Algorithm Configuration Using Multi-output Mixed Regression and Classification2024 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck, Bas van Stein
2citations -
Self-Adaptive Manufacturing with Digital Twins2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS) conference-paper Engineering Digital Transformation in Industry Open access
Tim Bolender, Gereon Bürvenich, Manuela Dalibor, Bernhard Rumpe⋆, Andreas Wortmann
49citations -
Trade-Off Analysis and Systematic Optimization of a Heavy-Duty Diesel Hybrid Powertrain2020 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Electric and Hybrid Vehicle Technologies
Satyum Joshi, Mufaddel Dahodwala, Erik W. Koehler, Michael Franke, Dean Tomazic, Jeffrey Donald Naber
16citations -
Meta-learning for symbolic hyperparameter defaults2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Machine Learning and Data Classification Open access cited by 2 patents
Pieter Gijsbers, Florian Pfisterer, Jan N. van Rijn, Bernd Bischl, Joaquin Vanschoren
6citations -
Insights into the Anisotropic, Hydro-Mechanical Behavior of Opalinus Clay Through Experimental and Microstructural Investigations2022 U.S. Rock Mechanics/Geomechanics Symposium (ARMA) conference-paper Engineering Rock Mechanics and Modeling
Lisa Winhausen, Kavan Khaledi, Mohammadreza Jalali, Florian Amann
1citations -
MODEL-BASED PRODUCT CONFIGURATION OF HIGH VARIETY PRODUCT PORTFOLIOS2020 Proceedings of the Design Society DESIGN Conference conference-paper Business, Management and Accounting Product Development and Customization Open access cited by 1 patent
Christian Wyrwich, Georg Jacobs, Justus Siebrecht, Christian Konrad
1citations -
Toward Low-Code Industrial Data Integration through Asset Administration Shell-Based Flow Generation in Node-RED2025 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Digital Transformation in Industry
Tamás Farkas, Wei Liang Guo, Ornella Mboudia, Igor Garmaev, Torben Miny, Tobias Kleinert
0citations