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Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes2021 Journal of Artificial Intelligence for Medical Sciences article Computer Science Machine Learning in Healthcare Open access
Pablo J. Mosteiro, Emil Rijcken, Kalliopi Zervanou, Uzay Kaymak, Floortje E. Scheepers, Marco René Spruit
18citations -
A Lightweight Decentralized-Learning-Based Automatic Modulation Classification Method for Resource-Constrained Edge Devices2022 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification
Biao Dong, Yuchao Liu, Guan Gui, Xue Gang Fu, Heng Dong, Bamidele Adebisi, +2 more
52citations -
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 -
Serotonin depletion impairs both Pavlovian and instrumental reversal learning in healthy humans2021 Molecular Psychiatry article Neuroscience Neurotransmitter Receptor Influence on Behavior Open access
Jonathan W. Kanen, Annemieke M. Apergis-Schoute, Robyn Yellowlees, Fréderique E. Arntz, Febe E. van der Flier, Annabel C. Price, +6 more
34citations -
Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries2023 Advances in Computational Science and Engineering article Engineering Topology Optimization in Engineering Open access
Clemens Fricke, Daniel Wolff, Marco Kemmerling, Stefanie Elgeti
7citations -
Multi-Agent Reinforcement Learning Resources Allocation Method Using Dueling Double Deep Q-Network in Vehicular Networks2023 IEEE Transactions on Vehicular Technology article Engineering Vehicular Ad Hoc Networks (VANETs)
Yuxin Ji, Yu Wang, Haitao Zhao, Guan Gui, Haris Gacanin, Hikmet Sari, +1 more
88citations -
Enabling mechanical recycling of plastic bottles with shrink sleeves through near-infrared spectroscopy and machine learning algorithms2022 Resources Conservation and Recycling article Chemistry Spectroscopy and Chemometric Analyses Open access
Xiaozheng Chen, Nils Kroell, Malte Althaus, Thomas Pretz, Roland Pomberger, Kathrin Greiff
50citations -
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access
Yusuke Yamazaki, Mayu Muramatsu, Alexandre Viardin, Markus Apel, Tim Brepols, Stefanie Reese, +1 more
39citations -
A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Rasoul Najafi Koopas, +3 more
27citations