prof. dr. Willem Waegeman
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Pitfalls of epistemic uncertainty quantification through loss minimisation
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- Conference Paper
- C1
- open access
Set-valued prediction in hierarchical classification with constrained representation complexity
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ProD : a tool for predictive design of tailored promoters in Escherichia coli
(2022) Prokaryotic gene regulation : methods and protocols. In Methods in Molecular Biology 2516. p.51-59 -
Multi-target prediction for dummies using two-branch neural networks
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- Journal Article
- A1
- open access
CpG transformer for imputation of single-cell methylomes
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- Journal Article
- A1
- open access
Heterogeneity hampers the identification of general pressure injury risk factors in intensive care populations : a predictive modelling analysis
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- Journal Article
- A1
- open access
Novel transformer networks for improved sequence labeling in genomics
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- Journal Article
- A2
- open access
Towards harmonization of DNA metabarcoding for monitoring marine macrobenthos : the effect of technical replicates and pooled DNA extractions on species detection
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- Journal Article
- A1
- open access
Bacterial species identification using MALDI-TOF mass spectrometry and machine learning techniques : a large-scale benchmarking study
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Improving the performance of machine learning models for biotechnology : the quest for deus ex machina