| 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, 2014 | 350 | 2014 |
| 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 | 294* | 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 | 155 | 2011 |
| 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 | 139* | 2011 |
| ROC analysis in ordinal regression learning W Waegeman, B De Baets, L Boullart Pattern Recognition Letters 29 (1), 1-9, 2008 | 116 | 2008 |
| An exact algorithm for F-measure maximization KJ Dembczynski, W Waegeman, W Cheng, E Hüllermeier Advances in neural information processing systems, 1404-1412, 2011 | 105 | 2011 |
| Absolute quantification of microbial taxon abundances R Props, FM Kerckhof, P Rubbens, J De Vrieze, EH Sanabria, ... The ISME journal 11 (2), 584, 2017 | 96 | 2017 |
| 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 | 83 | 2013 |
| 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 | 77 | 2013 |
| An Analysis of Chaining in Multi-Label Classification. K Dembczynski, W Waegeman, E Hüllermeier ECAI, 294-299, 2012 | 65 | 2012 |
| 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 | 53 | 2007 |
| 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 | 49 | 2011 |
| 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 | 45 | 2009 |
| 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 | 43 | 2011 |
| On the bayes-optimality of f-measure maximizers W Waegeman, K Dembczyńki, A Jachnik, W Cheng, E Hüllermeier The Journal of Machine Learning Research 15 (1), 3333-3388, 2014 | 39 | 2014 |
| 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 | 39 | 2013 |
| Learning intransitive reciprocal relations with kernel methods T Pahikkala, W Waegeman, E Tsivtsivadze, T Salakoski, B De Baets European Journal of Operational Research 206 (3), 676-685, 2010 | 37* | 2010 |
| 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 94 (1), 135-147, 2012 | 36 | 2012 |
| Regret analysis for performance metrics in multi-label classification: the case of hamming and subset zero-one loss K Dembczyński, W Waegeman, W Cheng, E Hüllermeier Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010 | 34 | 2010 |
| 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 | 32 | 2018 |
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