Concepedia
Statistics
Publications
29
Citations
2.8K
H-Index
18
Active since
2010
Affiliations
UCLouvain(Current)
University of Namur
Centre National de la Recherche Scientifique
KU Leuven
Aalto University
Benoît Frénay is an author at UCLouvain specializing in computing, machine learning, and computer science.
Publications per year
2010–2023
Classification in the Presence of Label Noise: A Survey
Benoît Frénay, Michel Verleysen · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 1.7K citations
Computing, Computer Science, Computer Vision +8
Legal requirements on explainability in machine learning
Adrien Bibal, Michaël Lognoul, Alexandre de Streel et al. · Artificial Intelligence and Law · 2020 · 152 citations · Full text
Computing, Computer Science, Artificial Intelligence +9
Using SVMs with randomised feature spaces: an extreme learning approach
Benoît Frénay, Michel Verleysen · 2010 · 97 citations
Computing, Computer Science, Artificial Intelligence +12
Parameter-insensitive kernel in extreme learning for non-linear support vector regression
Benoît Frénay, Michel Verleysen · Neurocomputing · 2011 · 86 citations
Computing, Computer Science, Machine Learning +7
Is mutual information adequate for feature selection in regression?
Benoît Frénay, Gauthier Doquire, Michel Verleysen · Neural Networks · 2013 · 84 citations
Computing, Data Science, Feature Engineering +13
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