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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 -
Clustering-based Domain-Incremental Learning2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access
Christiaan Lamers, René Vidal, Nabil Belbachir, Bas van Stein, Thomas Bäck, Paris V. Giampouras
20citations -
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
138citations -
Do Prisoners With Reintegration Needs Receive Relevant Professional Assistance?2022 International Journal of Offender Therapy and Comparative Criminology article Social Sciences Criminal Justice and Corrections Analysis Open access
Amanda J. Pasma, Esther F. J. C. van Ginneken, Hanneke M. H. Palmen, Paul Nieuwbeerta
10citations -
Goal Ontology for Personalized Learning and Its Implementation in Child's Health Self-Management Support2023 IEEE Transactions on Learning Technologies article Computer Science Intelligent Tutoring Systems and Adaptive Learning Open access
Rifca Peters, Willeke van Vught, Joost Broekens, Mark A. Neerincx
13citations -
SwarmMAP: swarm learning for decentralized cell type annotation in single cell sequencing data2026 npj Systems Biology and Applications article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Oliver Lester Saldanha, Vivien Goepp, Hyojin Kim, Jie Fu Zhu, Rafael Kramann, Sikander Hayat, +1 more
1citations -
SwarmMAP: Swarm Learning for Decentralized Cell Type Annotation in Single Cell Sequencing Data2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Oliver Lester Saldanha, Vivien Goepp, Hyojin Kim, Jie Ping Zhu, Rafael Kramann, Sikander Hayat, +1 more
1citations