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Balsa: A Fast C++ Random Forest Classifier with Command-line and Python Interface2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Machine Learning and Data Classification Open access
Tobias Borsdorff, Denis de Leeuw Duarte, Joris van Zwieten, S. Mandal, Jochen Landgraf
0citations -
Balsa: A Fast C++ Random Forest Classifier with Command-line and Python Interface2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Machine Learning and Data Classification Open access
Tobias Borsdorff, Denis de Leeuw Duarte, Joris van Zwieten, S. Mandal, Jochen Landgraf
0citations -
Prediction of the Extent of Blood–Brain Barrier Transport Using Machine Learning and Integration into the LeiCNS-PK3.0 Model2025 Pharmaceutical Research article Computer Science Computational Drug Discovery Methods Open access
Berfin Gülave, Helle W. van den Maagdenberg, Luke van Boven, Gerard J. P. van Westen, Elizabeth C. M. de Lange, J. G. Coen van Hasselt
7citations -
Dynamic prediction of mortality in COVID-19 patients in the intensive care unit: A retrospective multi-center cohort study2022 Intelligence-Based Medicine article Computer Science Machine Learning in Healthcare Open access
Jim M Smit, Jesse H. Krijthe, Henrik Endeman, Andrei N. Tintu, Yolanda B. de Rijke, Diederik A M P J Gommers, +37 more
6citations -
Erklärbarkeit in KI-gestützter Differenzialdiagnostik von Lungenparenchymveränderungen in einer großen multizentrischen Kohorte2025 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Benedikt Wichtlhuber, Andreas Michael Bucher, Paul Jacobs, Eric Frodl, Matthias Neitzel, Diane Miriam Renz, +3 more
0citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
2citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks2025 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
1citations -
Activity recognition using wearable sensors for tracking the elderly2020 User Modeling and User-Adapted Interaction article Computer Science Context-Aware Activity Recognition Systems Open access
Stylianos Paraschiakos, Ricardo Cachucho, Matthijs Moed, Diana van Heemst, Simon P. Mooijaart, P. Eline Slagboom, +2 more
60citations -
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 -
The Bigger Fish: A Comparison of Meta-Learning QSAR Models on Low-Resourced Aquatic Toxicity Regression Tasks2023 Environmental Science & Technology article Computer Science Computational Drug Discovery Methods Open access
Thalea Schlender, Markus Viljanen, Jan N. van Rijn, Felix Mohr, Willie J.G.M. Peijnenburg, Holger H. Hoos, +2 more
43citations -
Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Raphael Patrick Prager, Heike Trautmann, Hao Wang, Thomas Bäck, Pascal Kerschke
17citations -
Surrogate Modelling of Dynamic Phasor Simulations of Electrical Drives2022 Proceedings of the Annual Conference of the IEEE Industrial Electronics Society conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access
Nasrulloh Ratu Bagus Satrio Loka, Sriram Karthik Gurumurthy, Bernard S. Amevor, Antonello Monti, Tom Dhaene, Ivo Couckuyt
4citations -
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 -
Explainable AI for correct root cause analysis of product quality in injection moulding2025 Journal of Manufacturing Processes article Computer Science Explainable Artificial Intelligence (XAI) Open access
Muhammad Muaz, Sameed Sajid, Tobias Schulze, Chang Liu, Nils Klasen, Benny Drescher
13citations