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On Correctness, Precision, and Performance in Quantitative Verification2021 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification Open access
Carlos E. Budde, Arnd Hartmanns, Michaela Klauck, Jan Křetínský, David Parker, Tim Quatmann, +1 more
39citations -
A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations2022 Frontiers in Neuroinformatics article Computer Science Parallel Computing and Optimization Techniques Open access
Jasper Albers, Jari Pronold, Anno Christopher Kurth, Stine Brekke Vennemo, Kaveh Haghighi Mood, Alexander Patronis, +6 more
15citations -
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization2021 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access
Tianyu Han, Sven Nebelung, Federico Pedersoli, Markus N. Zimmermann, Maximilian Franz Schulze-Hagen, Christoph Haarburger, +4 more
42citations -
First Experiences in Performance Benchmarking with the New SPEChpc 2021 Suites2022 IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid) conference-paper Computer Science Parallel Computing and Optimization Techniques
Holger Brunst, Sunita Chandrasekaran, Florina M. Ciorba, Nick Hagerty, Robert Henschel, Guido Juckeland, +4 more
19citations -
Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption2024 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access
Bernd Frauenknecht, Artur Eisele, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe
2citations -
Performance Assessment and Management in Service-Oriented Architectures for Automated Driving Systems2026 IEEE Open Journal of Intelligent Transportation Systems article Computer Science Advanced Software Engineering Methodologies Open access
Richard Schubert, Alexander Blödel, Julius Kahle, Raphael van Kempen, David Philipp Klüner, Philipp Pelcz, +10 more
0citations -
First Experiences in Performance Benchmarking with the New SPEChpc 2021 Suites2022 arXiv (Cornell University) preprint Computer Science Parallel Computing and Optimization Techniques Open access
Holger Brunst, Sunita Chandrasekaran, Florina M. Ciorba, Nick Hagerty, Robert Henschel, Guido Juckeland, +4 more
2citations -
First Experiences in Performance Benchmarking with the New SPEChpc 2021 Suites - Measurement Data2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Parallel Computing and Optimization Techniques Open access
Holger Brunst, Sunita Chandrasekaran, Florina M. Ciorba, Nick Hagerty, Robert Henschel, Guido Juckeland, +3 more
1citations -
First Experiences in Performance Benchmarking with the New SPEChpc 2021 Suites - Measurement Data2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Parallel Computing and Optimization Techniques Open access
Holger Brunst, Sunita Chandrasekaran, Florina M. Ciorba, Nick Hagerty, Robert Henschel, Guido Juckeland, +3 more
0citations -
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Carola Doerr, Peter Korošec, Tome Eftimov
1citations -
LHU-Net: A Lean Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Segmentation2025 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques Open access
Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof
5citations -
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 -
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization2024 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access
Eric Wulff, Juan Pablo García Amboage, Marcel Aach, Þorsteinn Elí Gíslason, Thorsteinn Kristinn Ingolfsson, Tomas Kristinn Ingolfsson, +6 more
4citations -
Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms2023 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Panče Panov, Tome Eftimov, Carola Doerr
3citations -
Integrating IoT, large language models, and knowledge graphs for future smart districts: A semantic approach for energy performance assessment2025 Journal of Physics Conference Series conference-paper Computer Science Semantic Web and Ontologies Open access
Payam Fatehi Karjou, Max Berktold, Sina Khodadad Saryazdi, Martin Rätz, Dirk Müller
1citations -
Using Machine Learning Methods to Assess Module Performance Contribution in Modular Optimization Frameworks2024 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Peter Korošec, Sašo Džeroski, Carola Doerr, Tome Eftimov
6citations