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Optimization of hepatic vasculature segmentation from contrast-enhanced MRI, exploring two 3D Unet modifications and various loss functions3citations
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Machine Learning-aided Discovery of Novel Chemotype Antagonists for G Protein-coupled Receptors: The Case of the Adenosine A 2A Receptor2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access
Jonas Goßen, Rui Pedro Ribeiro, Dirk DB Bier, Bernd Neumaier, Paolo Carloni, Alejandro Giorgetti, +1 more
2citations -
Performance of Rag-Based Systems in Industrial Organizations: a Case Study in the Automotive Industry2025 IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) conference-paper Computer Science Information Retrieval and Search Behavior
Nils Mayat, Charlotte Wachter, Sonja Spatzenegger, Marcos Padrón Hinrichs, Tim Weißer, Robert Heinrich Schmitt
2citations -
The pretraining domain outweighs the training objective in setting the privacy-utility trade-off of differentially private medical image analysis2026 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mina Farajiamiri, Mahshad Lotfinia, Behrus Puladi, Jonas Bienzeisler, Mohamed Alhaskir, +4 more
2citations -
Selection of Filters for Photonic Crystal Spectrometer Using Domain-Aware Evolutionary Algorithms2024 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Kirill Antonov, Marijn E. Siemons, Bas van Stein, Thomas Bäck, Ralf Kohlhaas, Anna V. Kononova
1citations -
Explainable LiDAR 3D Point Cloud Segmentation and Clustering for Detecting Airplane-Generated Wind Turbulence2025 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) conference-paper Computer Science Advanced Neural Network Applications Open access
Zhan Qu, Shuzhou Yuan, Michael Färber, Marius Brennfleck, Niklas Wartha, Anton Stephan
1citations -
Multi-Objective Decision Support for Industrial Energy System Transformation: Exploring Near-Pareto-Optimal Design Alternatives2026 Computers & Chemical Engineering article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Hendrik Schricker, Conrad Luka, Christiane Reinert, Dörthe Franzisca Hagedorn, Niklas V. von der Assen
1citations -
Landscape-aware Automated Algorithm Design: An Efficient Framework for Real-world Optimization2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Haoran Yin, Shuaiqun Pan, Zhao Wei, Jian Cheng Wong, Yew-Soon Ong, Anna V. Kononova, +2 more
1citations -
Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) conference-paper Computer Science Quantum Computing Algorithms and Architecture
Edoardo Pasetto, Morris Riedel, Kristel F. L. Michielsen, Gabriele Cavallaro
1citations