Author

Dominique Weltevreden

University of Applied Sciences Utrecht

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Daria BalashovaiD· 1 shared Geir Kjetil SandveiD· 1 shared Philippe Auguste RobertiD· 1 shared Robert FrankiD· 1 shared S. O. KuzyakinaiD· 1 shared Victor GreiffiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Daria BalashovaORCID

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1 paper

Recent·Most cited

BioinformaticsImmunoInformaticsPeer-reviewedJan 21, 2026

Active learning for improving out-of-distribution lab-in-the-loop experimental design

Daria Balashova, Robert Frank, S. O. Kuzyakina…·Victor Greiff

This study evaluates active learning strategies for antibody-antigen binding prediction in library-on-library settings, finding three algorithms that significantly improve efficiency and reduce experimental costs.

4 citationstop 4%

proteomicsmachine learning (classical)