Willem Waegeman
Willem Waegeman
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A community effort to assess and improve drug sensitivity prediction algorithms
JC Costello, LM Heiser, E Georgii, M Gönen, MP Menden, NJ Wang, ...
Nature biotechnology 32 (12), 1202-1212, 2014
4392014
On label dependence and loss minimization in multi-label classification
K Dembczyński, W Waegeman, W Cheng, E Hüllermeier
Machine Learning 88 (1-2), 5-45, 2012
332*2012
Bacterial species identification from MALDI-TOF mass spectra through data analysis and machine learning
K De Bruyne, B Slabbinck, W Waegeman, P Vauterin, B De Baets, ...
Systematic and applied microbiology 34 (1), 20-29, 2011
1732011
An experimental comparison of cross-validation techniques for estimating the area under the ROC curve
A Airola, T Pahikkala, W Waegeman, B De Baets, T Salakoski
Computational Statistics & Data Analysis 55 (4), 1828-1844, 2011
160*2011
Absolute quantification of microbial taxon abundances
R Props, FM Kerckhof, P Rubbens, J De Vrieze, EH Sanabria, ...
The ISME journal 11 (2), 584-587, 2017
1392017
An exact algorithm for F-measure maximization
KJ Dembczynski, W Waegeman, W Cheng, E Hüllermeier
Advances in neural information processing systems, 1404-1412, 2011
1232011
ROC analysis in ordinal regression learning
W Waegeman, B De Baets, L Boullart
Pattern Recognition Letters 29 (1), 1-9, 2008
1192008
Optimizing the F-measure in multi-label classification: Plug-in rule approach versus structured loss minimization
K Dembczynski, A Jachnik, W Kotlowski, W Waegeman, E Hüllermeier
International conference on machine learning, 1130-1138, 2013
982013
Habitat prediction and knowledge extraction for spawning European grayling (Thymallus thymallus L.) using a broad range of species distribution models
S Fukuda, B De Baets, W Waegeman, J Verwaeren, AM Mouton
Environmental modelling & software 47, 1-6, 2013
872013
An Analysis of Chaining in Multi-Label Classification.
K Dembczynski, W Waegeman, E Hüllermeier
ECAI, 294-299, 2012
712012
Polymorphisms in the ficolin 1 gene (FCN1) are associated with susceptibility to the development of rheumatoid arthritis
B Vander Cruyssen, L Nuytinck, L Boullart, D Elewaut, W Waegeman, ...
Rheumatology 46 (12), 1792-1795, 2007
552007
Effects of chlorhexidine gluconate oral care on hospital mortality: a hospital-wide, observational cohort study
M Deschepper, W Waegeman, K Eeckloo, D Vogelaers, S Blot
Intensive care medicine 44 (7), 1017-1026, 2018
542018
Effect of model formulation on the optimization of a genetic Takagi–Sugeno fuzzy system for fish habitat suitability evaluation
S Fukuda, B De Baets, AM Mouton, W Waegeman, J Nakajima, T Mukai, ...
Ecological modelling 222 (8), 1401-1413, 2011
502011
An ensemble of weighted support vector machines for ordinal regression
W Waegeman, L Boullart
International Journal of Computer Systems Science and Engineering 3 (1), 47-51, 2009
502009
Connection between primary Fusarium inoculum on gramineous weeds, crop residues and soil samples and the final population on wheat ears in Flanders, Belgium
S Landschoot, K Audenaert, W Waegeman, B Pycke, B Bekaert, ...
Crop Protection 30 (10), 1297-1305, 2011
492011
On the bayes-optimality of f-measure maximizers
W Waegeman, K Dembczyński, A Jachnik, W Cheng, E Hüllermeier
Journal of Machine Learning Research 15, 3333-3388, 2014
442014
Exploration and prediction of interactions between methanotrophs and heterotrophs
M Stock, S Hoefman, FM Kerckhof, N Boon, P De Vos, B De Baets, ...
Research in microbiology 164 (10), 1045-1054, 2013
442013
Vegetation anomalies caused by antecedent precipitation in most of the world
C Papagiannopoulou, DG Miralles, WA Dorigo, NEC Verhoest, ...
Environmental Research Letters 12 (7), 074016, 2017
422017
A non-linear Granger-causality framework to investigate climate-vegetation dynamics
C Papagiannopoulou, D Gonzalez Miralles, S Decubber, M Demuzere, ...
Geoscientific Model Development 10 (5), 1945-1960, 2017
422017
An empirical analysis of explanatory variables affecting Fusarium head blight infection and deoxynivalenol content in wheat
S Landschoot, W Waegeman, K Audenaert, J Vandepitte, JM Baetens, ...
Journal of Plant Pathology, 135-147, 2012
412012
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Artikelen 1–20