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W
Willem Waegeman
ghent university
37
H指数
270
论文数
4.6K
被引数
0
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57
发表时间
发表时间
IF
被引数
A systematic assessment of single-cell language model configurations
单细胞语言模型配置的系统评估
NAR Genomics and Bioinformatics
IF
2.8
2026-08-20
0
OA
AI
Gaetan De Waele; Gerben Menschaert; Willem Waegeman
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Machine learning for snow depth estimation over the European Alps; using Sentinel-1 observations; meteorological forcing data and process-based model simulations
利用机器学习对欧洲阿尔卑斯山雪深进行估计:基于Sentinel-1观测数据、气象强迫数据和基于过程的模型模拟
The Cryosphere
IF
4.2
2026-05-30
0
OA
AI
Lucas Boeykens; Devon Dunmire; Jonas-Frederik Jans; Willem Waegeman; Gabriëlle De Lannoy; Ezra Beernaert; Niko E. C. Verhoest; Hans Lievens
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Reliable Molecular Retrieval from Mass Spectra Using Conformal Prediction
使用Conformal Prediction从质谱中可靠地检索分子
Journal of Chemical Information and Modeling
IF
5.3
2026-05-11
0
PRE
AI
Morteza Rakhshaninejad; Gaetan De Waele; Mira Jürgens; Willem Waegeman
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How Negative Sampling Shapes the Performance of Transcription Factor Binding Site Prediction Models
Bioinformatics
IF
5.4
2026-01-27
0
OA
AI
Natan Tourne; Gaetan De Waele; Vanessa Vermeirssen; Willem Waegeman; null
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Harnessing machine learning to predict antibiotic susceptibility in Pseudomonas aeruginosa biofilms
利用机器学习预测铜绿假单胞菌生物膜对抗生素的敏感性
npj Biofilms and Microbiomes
IF
9.2
2025-11-10
0
OA
AI
Fauve Vergauwe; Gaetan De Waele; Andrea Sass; Callum Highmore; Niall Hanrahan; Yoshiki Cook; Mads Lichtenberg; Margo Cnockaert; Peter Vandamme; Sumeet Mahajan; Jeremy S. Webb; Filip Van Nieuwerburgh; Thomas Bjarnsholt; Willem Waegeman; Tom Coenye
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A calibration test for evaluating set-based epistemic uncertainty representations
基于集合的先验不确定性表示的校准测试评估
Machine Learning
IF
2.9
2025-08-05
0
OA
AI
Mira Jürgens; Thomas Mortier; Eyke Hüllermeier; Viktor Bengs; Willem Waegeman
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Enhancing Drug-Target Interaction Prediction through Transfer Learning from Activity Cliff Prediction Tasks
通过从活性 cliffs 预测任务中进行迁移学习来增强药物-靶点相互作用预测
Journal of Chemical Information and Modeling
IF
5.3
2025-06-30
0
OA
AI
Regina Ibragimova; Dimitrios Iliadis; Willem Waegeman
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Evaluation of out-of-distribution detection methods for data shifts in single-cell transcriptomics
单细胞转录组学数据偏移中离群分布检测方法的评估
BRIEFINGS IN BIOINFORMATICS
IF
7.7
2025-05-01
2
OA
AI
Theunissen, Lauren; Mortier, Thomas; Saeys, Yvan; Waegeman, Willem
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Machine learning reveals novel compound for the improved production of chitooligosaccharides in Escherichia coli
机器学习揭示了在Escherichia coli中提高壳寡糖生产的新型化合物
NEW BIOTECHNOLOGY
IF
4.9
2025-05-01
1
OA
AI
Mey, Friederike; De Waele, Gaetan; Demeester, Wouter; Guidi, Chiara; Duchi, Dries; Diederen, Tomek; Kochuyt, Hanne; Van Huffel, Kirsten; Zamboni, Nicola; Waegeman, Willem
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Assessment of uncertainty quantification in universal differential equations
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF
3.7
2025-04-02
0
OA
AI
Schmid, Nina; del Pozo, David Fernandes; Waegeman, Willem; Hasenauer, Jan
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An antimicrobial drug recommender system using MALDI-TOF MS and dual-branch neural networks
ELIFE
IF
0
2024-11-14
0
OA
AI
De Waele, Gaetan; Waegeman, Willem; Menschaert, Gerben
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Hyperparameter optimization of two-branch neural networks in multi-target prediction
多目标预测中双分支神经网络的超参数优化
APPLIED SOFT COMPUTING
IF
6.6
2024-11-01
1
PRE
AI
Iliadis, Dimitrios; Wever, Marcel; De Baets, Bernard; Waegeman, Willem
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A framework for tracing timber following the Ukraine invasion
NATURE PLANTS
IF
13.6
2024-03-11
1
OA
AI
Mortier, Thomas; Truszkowski, Jakub; Norman, Marigold; Boner, Markus; Buliga, Bogdan; Chater, Caspar; Jennings, Henry; Saunders, Jade; Sibley, Rosie; Antonelli, Alexandre; Waegeman, Willem; Deklerck, Victor
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Multi-target prediction for dummies using two-branch neural networks
MACHINE LEARNING
IF
2.9
2022-01-06
6
OA
AI
Iliadis, Dimitrios; De Baets, Bernard; Waegeman, Willem
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Novel Transformer Networks for Improved Sequence Labeling in genomics
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF
3.4
2022-01-01
21
OA
AI
Clauwaert, Jim; Waegeman, Willem
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Improving the performance of machine learning models for biotechnology: The quest for deus ex machina
BIOTECHNOLOGY ADVANCES
IF
12.5
2021-12-01
10
PRE
AI
Mey, Friederike; Clauwaert, Jim; Van Huffel, Kirsten; Waegeman, Willem; De Mey, Marjan
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Predicting the Presence and Abundance of Bacterial Taxa in Environmental Communities through Flow Cytometric Fingerprinting
MSYSTEMS
IF
4.6
2021-10-26
12
OA
AI
Heyse, Jasmine; Schattenberg, Florian; Rubbens, Peter; Mueller, Susann; Waegeman, Willem; Boon, Nico; Props, Ruben
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A protocol for automated timber species identification using metabolome profiling (vol 53, pg 953, 2019)
WOOD SCIENCE AND TECHNOLOGY
IF
3
2021-07-19
0
OA
AI
Deklerck, V.; Mortier, T.; Goeders, N.; Cody, R. B.; Waegeman, W.; Espinoza, E.; Van Acker, J.; Van den Bulcke, J.; Beeckman, H.
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Ambient temperature and relative humidity-based drift correction in frequency domain electromagnetics using machine learning
NEAR SURFACE GEOPHYSICS
IF
1.6
2021-04-22
6
OA
AI
Hanssens, Daan; Van De Vijver, Ellen; Waegeman, Willem; Everett, Mark E.; Moffat, Ian; Sarris, Apostolos; De Smedt, Philippe
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Explainability in transformer models for functional genomics
BRIEFINGS IN BIOINFORMATICS
IF
7.7
2021-04-08
23
OA
AI
Clauwaert, Jim; Menschaert, Gerben; Waegeman, Willem
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研究方向
暂无研究方向
合作学者
合作期刊
D
D. Iliadis
H 指数: 140 · 论文数: 1.4K
N
Nico Boon
H 指数: 126 · 论文数: 1.0K
P
Peter Vandamme
H 指数: 115 · 论文数: 865
J
Jo Vandesompele
H 指数: 96 · 论文数: 803
T
Tom Coenye
H 指数: 93 · 论文数: 492
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