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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 -
Transfer Learning for Semi-Supervised Automatic Modulation Classification in ZF-MIMO Systems2020 IEEE Journal on Emerging and Selected Topics in Circuits and Systems article Computer Science Wireless Signal Modulation Classification
Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Otsuki Ohtsuki, Hikmet Sari, Fumiyuki Adachi
115citations -
Encrypted federated learning for secure decentralized collaboration in cancer image analysis2023 Medical Image Analysis article Computer Science Privacy-Preserving Technologies in Data Open access
Daniel Truhn, Soroosh Tayebi Arasteh, Oliver Lester Saldanha, Gustav Anton Müller‐Franzes, Firas Khader, Philip Quirke, +21 more
90citations -
Radio Frequency Fingerprint Identification Based on Slice Integration Cooperation and Heat Constellation Trace Figure2021 IEEE Wireless Communications Letters article Computer Science Wireless Signal Modulation Classification
Yang Peng, Pengfei Liu, Yu Wang, Guan Gui, Bamidele Adebisi, Haris Gacanin
89citations -
Analytical Nonadiabatic Couplings and Gradients within the State-Averaged Orbital-Optimized Variational Quantum Eigensolver2022 Journal of Chemical Theory and Computation article Computer Science Quantum Computing Algorithms and Architecture Open access
Saad Yalouz, Emiel Koridon, Bruno Senjean, Benjamin Lasorne, Francesco Buda, Lucas Visscher
42citations -
plantR: An R package and workflow for managing species records from biological collections2021 Methods in Ecology and Evolution article Computer Science Research Data Management Practices Open access
Renato A. Ferreira de Lima, Andrea Sánchez‐Tapia, Sara Ribeiro Mortara, Hans ter Steege, Marinez Ferreira de Siqueira
40citations -
GPU-accelerated simulations of quantum annealing and the quantum approximate optimization algorithm2022 Computer Physics Communications article Computer Science Quantum Computing Algorithms and Architecture Open access
Dennis Willsch, Madita Willsch, Fengping Jin, Kristel F. L. Michielsen, Hans A. De Raedt
37citations -
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 -
Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks2023 Computer-Aided Civil and Infrastructure Engineering article Computer Science Generative Adversarial Networks and Image Synthesis Open access
Jiale Lu, Baofeng Pan, Weixin Ren, Quan Liu, Pengfei Liu, Markus Oeser
28citations -
The Impact of a Virtual Agent's Non-Verbal Emotional Expression on a User's Personal Space Preferences2020 ACM International Conference on Intelligent Virtual Agents (IVA) conference-paper Computer Science Virtual Reality Applications and Impacts
Andrea Bönsch, Sina Radke, Jonathan Ehret, Ute Habel, Torsten Kuhlen
25citations -
Swarm learning for decentralized artificial intelligence in cancer histopathology2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Oliver Lester Saldanha, Philip Quirke, Nicholas Paul West, Jacqueline A. James, Maurice Bernard Loughrey, Heike Irmgard Grabsch, +20 more
22citations -
From Superficial to Deep: Language Bias driven Curriculum Learning for Visual Question Answering2021 ACM International Conference on Multimedia (ACM MM) conference-paper Computer Science Multimodal Machine Learning Applications
Mingrui Lao, Yanming Guo, Yu Liu, Wei Chen, Nan Pu, Michael S. Lew
22citations -
Using an artificial intelligence tool incorporating natural language processing to identify patients with a diagnosis of ANCA-associated vasculitis in electronic health records2023 Computers in Biology and Medicine article Computer Science Machine Learning in Healthcare Open access
Jolijn R. van Leeuwen, Erik Lars Penne, Ton J. Rabelink, Rachel Knevel, Y K Onno Teng
20citations -
Routing Brain Traffic Through the Von Neumann Bottleneck: Parallel Sorting and Refactoring2022 Frontiers in Neuroinformatics article Computer Science Parallel Computing and Optimization Techniques Open access
Jari Pronold, Jakob Jordan, Brian J. N. Wylie, Itaru Kitayama, Markus Diesmann, Susanne Kunkel
18citations