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QSPRpred: a Flexible Open-Source Quantitative Structure-Property Relationship Modelling Tool2024 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access
Helle W. van den Maagdenberg, Martin Šícho, David Alencar Araripe, Sohvi Luukkonen, Linde Schoenmaker, Michiel Jespers, +7 more
29citations -
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 -
MontiSim: Agent-Based Simulation for Reinforcement Learning of Autonomous Driving2023 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Computer Science Reinforcement Learning in Robotics
Tristan Höfer, Mattis Hoppe, Evgeny Kusmenko, Bernhard Rumpe⋆
0citations -
QSAR-derived affinity fingerprints (part 1): fingerprint construction and modeling performance for similarity searching, bioactivity classification and scaffold hopping2020 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access
Ctibor Škuta, Isidro Cortés‐Ciriano, Wim Dehaen, Gerard J. P. van Westen, Igor V. Tetko, Andreas Bender, +1 more
50citations -
animal2vec and MeerKAT: A self‐supervised transformer for rare‐event raw audio input and a large‐scale reference dataset for bioacoustics2025 Methods in Ecology and Evolution article Computer Science Music and Audio Processing Open access
Julian Zimmermann, Vlad Demartsev, Baptiste Averly, Kiran L. Dhanjal‐Adams, Mathieu Duteil, Gabriella E. C. Gall, +6 more
27citations -
On the generalization ability of probabilistic neural networks for hyperspectral remote sensing of absorption properties across optically complex waters2025 Remote Sensing of Environment article Computer Science Remote-Sensing Image Classification Open access
Mortimer Werther, Olivier Burggraaff, Daniela Gurlin, Arun M. Saranathan, Sundarabalan V. Balasubramanian, Claudia Giardino, +10 more
19citations -
Sim2Real Deep Reinforcement Learning of Compliance-based Robotic Assembly Operations2022 International Conference on Methods and Models in Automation and Robotics conference-paper Computer Science Reinforcement Learning in Robotics
Oliver Petrović, Lukas Schäper, Simon Roggendorf, Simon Storms, Christian Brecher
10citations -
Point-VOS: Pointing Up Video Object Segmentation2024 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Advanced Neural Network Applications
Sabarinath Mahadevan, Idil Esen Zulfikar, Paul Voigtlaender, Bastian Leibe
3citations -
Readapting PhaseNet to Laboratory Earthquakes: AEsNet, a Robust Acoustic Emission Picker Illuminating Seismic Signatures of Different Fault Gouge Materials2025 Seismological Research Letters article Computer Science Seismology and Earthquake Studies Open access
Giacomo Mastella, Giulio Poggiali, Federico Pignalberi, Marco Maria Scuderi
3citations -
An Examination of Offline-Trained Encoders in Vision-Based Deep Reinforcement Learning for Autonomous Driving2024 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE) conference-paper Computer Science Reinforcement Learning in Robotics
Shawan Taha Mohammed, Alp Argun, Nicolas Bonnotte, Gerd Ascheid
0citations -
3D Obstacle Avoidance For Autonomous Underwater Vehicles Using Deep Reinforcement Learning With Mixture-of-Experts Architecture0citations