Willem Waegeman
Universiteit Gent
H-index: 37
Europe-Belgium
Top articles of Willem Waegeman
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Uncertainty-aware single-cell annotation with a hierarchical reject option | Bioinformatics | Lauren Theunissen Thomas Mortier Yvan Saeys Willem Waegeman | 2024/3/1 |
Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods? | arXiv preprint arXiv:2402.09056 | Mira Jürgens Nis Meinert Viktor Bengs Eyke Hüllermeier Willem Waegeman | 2024/2/14 |
A comparison of embedding aggregation strategies in drug–target interaction prediction | BMC bioinformatics | Dimitrios Iliadis Bernard De Baets Tapio Pahikkala Willem Waegeman | 2024/2/6 |
Out-of-Sample R2: Estimation and Inference | The American Statistician | Stijn Hawinkel Willem Waegeman Steven Maere | 2024/1/2 |
Pre-trained Maldi Transformers improve MALDI-TOF MS-based prediction | bioRxiv | Gaetan De Waele Gerben Menschaert Peter Vandamme Willem Waegeman | 2024 |
A framework for tracing timber following the Ukraine invasion | Nature Plants | Thomas Mortier Jakub Truszkowski Marigold Norman Markus Boner Bogdan Buliga | 2024/3/11 |
Valid prediction intervals for regression problems | Artificial Intelligence Review | Nicolas Dewolf Bernard De Baets Willem Waegeman | 2023/1 |
An antimicrobial drug recommender system using MALDI-TOF MS and dual-branch neural networks | bioRxiv | Gaetan De Waele Gerben Menschaert Willem Waegeman | 2023/9/29 |
Heteroskedastic conformal regression | arXiv preprint arXiv:2309.08313 | Nicolas Dewolf Bernard De Baets Willem Waegeman | 2023/9/15 |
DeepMTP: A Python-based deep learning framework for multi-target prediction | SoftwareX | Dimitrios Iliadis Bernard De Baets Willem Waegeman | 2023/7/1 |
On the Calibration of Probabilistic Classifier Sets | Thomas Mortier Viktor Bengs Eyke Hüllermeier Stijn Luca Willem Waegeman | 2023/4/11 | |
On Second-Order Scoring Rules for Epistemic Uncertainty Quantification | Viktor Bengs Eyke Hüllermeier Willem Waegeman | 2023/7/3 | |
Novel Transformer Networks for Improved Sequence Labeling in genomics | IEEE/ACM Transactions on Computational Biology and Bioinformatics | Jim Clauwaert Willem Waegeman | 2022 |
ProD: A Tool for Predictive Design of Tailored Promoters in Escherichia coli | Friederike Mey Jim Clauwaert Maarten Van Brempt Michiel Stock Jo Maertens | 2022/8/4 | |
Seasonal prediction of Horn of Africa long rains using machine learning: the pitfalls of preselecting correlated predictors | Frontiers in Water | Victoria MH Deman Akash Koppa Willem Waegeman David A MacLeod Michael Bliss Singer | 2022/12/8 |
Set-valued prediction in hierarchical classification with constrained representation complexity | Thomas Mortier Eyke Hüllermeier Krzysztof Dembczyński Willem Waegeman | 2022/8/17 | |
Pitfalls of epistemic uncertainty quantification through loss minimisation | Advances in Neural Information Processing Systems | Viktor Bengs Eyke Hüllermeier Willem Waegeman | 2022/12/6 |
Multi-target prediction for dummies using two-branch neural networks | Machine Learning | Dimitrios Iliadis Bernard De Baets Willem Waegeman | 2022/2 |
Hyperparameter optimization in deep multi-target prediction | arXiv preprint arXiv:2211.04362 | Dimitrios Iliadis Marcel Wever Bernard De Baets Willem Waegeman | 2022/11/8 |
Heterogeneity hampers the identification of general pressure injury risk factors in intensive care populations: a predictive modelling analysis | Intensive & Critical Care Nursing | Willem Waegeman Mieke Descheppera Sonia O. Labeau | 2022 |
Co-Authors
