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Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography2024 Computer Methods and Programs in Biomedicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Alexander Brenner, Felix Knispel, Florian P. Fischer, Peter Rossmanith, Yvonne G. Weber, Henner Koch, +3 more
13citations -
Trajectory-based Algorithm Selection with Warm-starting2022 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Anja Jankovič, Diederick Vermetten, Ana Kostovska, Jacob de Nobel, Tome Eftimov, Carola Doerr
12citations -
Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets2023 IEEE Open Journal of Engineering in Medicine and Biology article Computer Science Machine Learning in Healthcare Open access
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
12citations -
Foundations for Deductive Verification of Continuous Probabilistic Programs: From Lebesgue to Riemann and Back2025 Proceedings of the ACM on Programming Languages article Computer Science Logic, programming, and type systems Open access
Kevin Batz, Joost-Pieter Katoen, Francesca Randone, Tobias Winkler
11citations -
A methodology for comparing optimization algorithms for auto-tuning2024 Future Generation Computer Systems article Computer Science Parallel Computing and Optimization Techniques Open access
Floris-Jan Willemsen, Richard Schoonhoven, Jiří Filipovič, Jacob O. Tørring, Rob V. van Nieuwpoort, Ben van Werkhoven
11citations -
The current landscape of author guidelines in chemistry through the lens of research data sharing2023 Pure and Applied Chemistry article Computer Science Research Data Management Practices Open access
Nicole A. Parks, Tillmann G. Fischer, Claudia Blankenburg, Vincent F. Scalfani, Leah McEwen, Sonja Herres‐Pawlis, +1 more
11citations