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Classification in the presence of label noise: a survey.
IEEE Trans Neural Netw Learn Syst. 2014 May;25(5):845-69. doi: 10.1109/TNNLS.2013.2292894.
IEEE Trans Neural Netw Learn Syst. 2014.
PMID: 24808033
Reinforced Extreme Learning Machines for Fast Robust Regression in the Presence of Outliers.
Frenay B, Verleysen M.
Frenay B, et al.
IEEE Trans Cybern. 2016 Dec;46(12):3351-3363. doi: 10.1109/TCYB.2015.2504404. Epub 2015 Dec 17.
IEEE Trans Cybern. 2016.
PMID: 26685280
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Pointwise probability reinforcements for robust statistical inference.
Frénay B, Verleysen M.
Frénay B, et al.
Neural Netw. 2014 Feb;50:124-41. doi: 10.1016/j.neunet.2013.11.012. Epub 2013 Nov 21.
Neural Netw. 2014.
PMID: 24300550
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Is mutual information adequate for feature selection in regression?
Frénay B, Doquire G, Verleysen M.
Frénay B, et al.
Neural Netw. 2013 Dec;48:1-7. doi: 10.1016/j.neunet.2013.07.003. Epub 2013 Jul 11.
Neural Netw. 2013.
PMID: 23892907
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Decision trees: from efficient prediction to responsible AI.
Blockeel H, Devos L, Frénay B, Nanfack G, Nijssen S.
Blockeel H, et al. Among authors: frenay b.
Front Artif Intell. 2023 Jul 26;6:1124553. doi: 10.3389/frai.2023.1124553. eCollection 2023.
Front Artif Intell. 2023.
PMID: 37565044
Free PMC article.
Review.
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Predicting User Preferences of Dimensionality Reduction Embedding Quality.
Morariu C, Bibal A, Cutura R, Frenay B, Sedlmair M.
Morariu C, et al. Among authors: frenay b.
IEEE Trans Vis Comput Graph. 2023 Jan;29(1):745-755. doi: 10.1109/TVCG.2022.3209449. Epub 2022 Dec 16.
IEEE Trans Vis Comput Graph. 2023.
PMID: 36166539
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