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Swarm Learning for decentralized and confidential clinical machine learning2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents
Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry, Sathyanarayanan Manamohan, Saikat Mukherjee, Vishesh Garg, +91 more
901citations -
Strategy-Oriented Feedback for Fostering Systematic Problem-Solving in Machine Learning Education2026 WiPSCE Conference on Primary and Secondary Computing Education Research (WiPSCE) conference-paper Computer Science Teaching and Learning Programming Open access
Clemens Witt, Thiemo Leonhardt, Erik Marx, Mareen Grillenberger
0citations -
Design Space Exploration for Distributed Cyber-Physical Systems: State-of-the-art, Challenges, and Directions2022 Euromicro Conference on Digital System Design (DSD) conference-paper Computer Science Embedded Systems Design Techniques Open access
Marius Herget, Faezeh Sadat Saadatmand, Martin C. Bor, Ignacio González Alonso, Todor P. Stefanov, Benny Åkesson, +1 more
13citations -
Automated Derivation of Application Workload Models for Design Space Exploration of Industrial Distributed Cyber-Physical Systems2024 IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) conference-paper Computer Science Embedded Systems Design Techniques Open access
Faezeh Sadat Saadatmand, Todor P. Stefanov, Ignacio González Alonso, Andy D. Pimentel, Benny Åkesson, Marius Herget, +1 more
2citations -
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 -
CompDSE: A Methodology for Design Space Exploration of Computing Subsystems Within Complex Cyber‐Physical Systems2025 IET Cyber-Physical Systems Theory & Applications article Computer Science Embedded Systems Design Techniques Open access
Faezeh Sadat Saadatmand, Todor P. Stefanov, Ignacio González Alonso, Andy D. Pimentel, Benny Åkesson
0citations -
Less is More: A Call to Focus on Simpler Models in Genetic Programming for Interpretable Machine Learning2023 ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Marco Virgolin, Eric Medvet, Tanja Alderliesten, Peter A. N. Bosman
0citations -
DrugEx v2: de novo design of drug molecules by Pareto-based multi-objective reinforcement learning in polypharmacology2021 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access cited by 1 patent
Xuhan Liu, Kai Ye, Herman van Vlijmen, Michael Emmerich, Adriaan P. IJzerman, Gerard J. P. van Westen
118citations -
An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Hao Wang, Stefan Menzel, Thomas Bäck, Bernhard Sendhoff
0citations -
An Empirical Comparison of Meta-Modeling Techniques for Robust Design Optimization2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Hao Wang, Stefan Menzel, Thomas Bäck, Bernhard Sendhoff
0citations -
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets2022 Computers & Geosciences article Computer Science Advanced Neural Network Applications Open access
Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more
30citations