Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Willem Waegeman

Faculty of Bioscience Engineering > Department of Data analysis and mathematical modelling

Work address: Coupure Links 653, geb. A
9000 Gent
Email: Willem.Waegeman@UGent.be
ORCID iD: 0000-0002-5950-3003

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- Journal Article
- A1
- open access
Valid prediction intervals for regression problems

Nicolas Dewolf (UGent) , Bernard De Baets (UGent) and Willem Waegeman (UGent)

(2023) ARTIFICIAL INTELLIGENCE REVIEW. 56(1). p.577-613
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- Journal Article
- A2
- open access
Seasonal prediction of Horn of Africa long rains using machine learning : the pitfalls of preselecting correlated predictors

Victoria Deman, Akash Koppa (UGent) , Willem Waegeman (UGent) , David A. MacLeod, Michael Bliss Singer and Diego Miralles (UGent)

(2022) FRONTIERS IN WATER. 4.
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- Miscellaneous
Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study

Edward De Brouwer, Thijs Becker, Lorin Werthen-Brabants (UGent) , Pieter Dewulf (UGent) , Dimitrios Iliadis (UGent) , Cathérine Dekeyser (UGent) , Guy Laureys (UGent) , Bart Van Wijmeersch, Veronica Popescu, Tom Dhaene (UGent) , et al.

(2022) MedRXiv.
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Pitfalls of epistemic uncertainty quantification through loss minimisation

Viktor Bengs, Eyke Hüllermeier and Willem Waegeman (UGent)

(2022) 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Proceedings.
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- Conference Paper
- C1
- open access
Set-valued prediction in hierarchical classification with constrained representation complexity

Thomas Mortier (UGent) , Eyke Hüllermeier, Krzysztof Dembczynski and Willem Waegeman (UGent)

(2022) Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence. In Proceedings of Machine Learning Research 180. p.1392-1401
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- Book Chapter
ProD : a tool for predictive design of tailored promoters in Escherichia coli

Friederike Mey (UGent) , Jim Clauwaert (UGent) , Maarten Van Brempt, Michiel Stock (UGent) , Jo Maertens (UGent) , Willem Waegeman (UGent) and Marjan De Mey (UGent)

(2022) Prokaryotic gene regulation : methods and protocols. In Methods in Molecular Biology 2516. p.51-59
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Multi-target prediction for dummies using two-branch neural networks

Dimitrios Iliadis (UGent) , Bernard De Baets (UGent) and Willem Waegeman (UGent)

(2022) MACHINE LEARNING. 111(2). p.651-684
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- Journal Article
- A1
- open access
CpG transformer for imputation of single-cell methylomes

Gaetan De Waele (UGent) , Jim Clauwaert (UGent) , Gerben Menschaert (UGent) and Willem Waegeman (UGent)

(2022) BIOINFORMATICS. 38(3). p.597-603
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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

Mieke Deschepper (UGent) , Sonia Labeau (UGent) , Willem Waegeman (UGent) and Stijn Blot (UGent)

(2022) INTENSIVE AND CRITICAL CARE NURSING. 68.
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- Journal Article
- A1
- open access
Novel transformer networks for improved sequence labeling in genomics

Jim Clauwaert (UGent) and Willem Waegeman (UGent)

(2022) IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS. 19(1). p.97-106

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