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Journal papers

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2025 (1)
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2019 (7)
2018 (7)
2017 (10)
2016 (2)
2015 (1)
2014 (4)
2013 (7)
2012 (6)
2011 (6)
2010 (4)
2009 (2)
2008 (4)
2007 (1)
Biblio logo(6) Supervised learning algorithms for multi-class classification problems with partial class memberships
W. Waegeman, J. Verwaeren, B. Slabbinck and B. De Baets
(2011) FUZZY SETS AND SYSTEMS. 184, 106-125.
Biblio logo(5) Connection between primary Fusarium inoculum on gramineous weeds, crop residues and soil samples and the final population on wheat ears in Flanders
S. Landschoot, K. Audenaert, W. Waegeman, B. Pycke, B. Bekaert, B. De Baets and G. Haesaert
(2011) CROP PROTECTION. 30, 1297-1305.
Biblio logo(4) On the ERA representability of pairwise bipartite ranking functions
W. Waegeman and B. De Baets
(2011) ARTIFICIAL INTELLIGENCE JOURNAL. 175, 1223-1250.
Biblio logo(3) Effect of model formulation on the optimization of a genetic Takagi-Sugeno fuzzy system for fish habitat suitability evaluation
S. Fukuda, B. De Baets, A.M. Mouton, W. Waegeman, J. Nakajima, T. Mukai, K. Hiramatsu and N. Onikura
(2011) ECOLOGICAL MODELLING. 222, 1401-1413.
Biblio logo(2) Bacterial species identification from MALDI-TOF spectra through data analysis and machine learning
K. De Bruyne, B. Slabbinck, W. Waegeman, P. Vauterin, B. De Baets and P. Vandamme
(2011) SYSTEMATIC AND APPLIED MICROBIOLOGY. 34, 20-29.
Biblio logo(1) An experimental comparison of cross-validation techniques for estimating the area under the ROC curve
A. Airola, T. Pahikkala, W. Waegeman, B. De Baets and T. Salakoski
(2011) COMPUTATIONAL STATISTICS AND DATA ANALYSIS. 55, 1828-1844.

Conference papers

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2022 (1)
2019 (1)
2018 (1)
2017 (1)
2016 (2)
2015 (1)
2014 (1)
2013 (1)
2012 (4)
2011 (6)
2010 (8)
2009 (4)
2008 (2)
2007 (2)
2006 (2)
2023 (1)
(6) An exact algorithm for F-measure maximization
K. Dembczynski, W. Waegeman , W. Cheng and E. Hüllermeier
(2011) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 24.
Granada, Spain, 815-824. .
(5) Joint mode estimation in multi-label classification by chaining
K. Dembczynski, W. Waegeman and E. Hüllermeier
(2011) ECML WORKSHOP ON COLLECTIVE INFERENCE AND LEARNING ON STRUCTURED DATA.
Athens, Greece, 12 pages. .
(4) ERA Ranking Representability: the missing link between ordinal regression and multi-class classification
W. Waegeman and B. De Baets
(2011) SPECIAL SESSION ON ORDINAL REGRESSION.
Cordoba, Spain, 1188-1193. Proc. of the International Conference on Intelligent Systems Design and Applications.
(3) Learning Valued Relations from Data
W. Waegeman, T. Pahikkala, A. Airola, T. Salakoski, B. De Baets
(2011) EUROFUSE 2011 WORKSHOP ON FUZZY METHODS FOR KNOWLEDGE-BASED SYSTEMS.
Douro, Portugal, 257-268. Advances in Intelligent and Soft Computing 107.
(2) Modelling Fish Habitat Preference with a genetic algorithm-optimized Takagi-Sugeno model based on pairwise comparison
S. Fukuda, W. Waegeman, A. Mouton and B. De Baets
(2011) EUROFUSE 2011 WORKSHOP ON FUZZY METHODS FOR KNOWLEDGE-BASED SYSTEMS.
Douro, Portugal, 257-268. Advances in Intelligent and Soft Computing 107.
(1) A Discussion on The Accuracy-Interpretability Tradeoff in Modelling Fish Habitat Preference Using A Genetic Takagi-Sugeno Fuzzy System
S. Fukuda, N. Onikura, B. De Baets, W. Waegeman, A. Mouton, J. Nakajima, T. Mukai
(2011) IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE.
Paris, France, 81-86. .