Concepedia
Statistics
Publications
28
Citations
2.7K
H-Index
17
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 engineering, data science, and machine learning.
Top concepts
EngineeringData ScienceMachine LearningPattern RecognitionComputer SciencePredictive AnalyticsArtificial IntelligenceStatisticsData MiningKnowledge Discovery
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
Artificial Intelligence, Engineering, Machine Learning +18
Legal requirements on explainability in machine learning
Adrien Bibal, Michaël Lognoul, Alexandre de Streel et al. · Artificial Intelligence and Law · 2020 · 147 citations · Full text
Artificial Intelligence, Engineering, Explanation-based Learning +6
Using SVMs with randomised feature spaces: an extreme learning approach
Benoît Frénay, Michel Verleysen · 2010 · 97 citations
Parameter-insensitive kernel in extreme learning for non-linear support vector regression
Benoît Frénay, Michel Verleysen · Neurocomputing · 2011 · 85 citations
Support Vector Machine, Engineering, Machine Learning +9
Is mutual information adequate for feature selection in regression?
Benoît Frénay, Gauthier Doquire, Michel Verleysen · Neural Networks · 2013 · 83 citations
Engineering, Machine Learning, Data Science +7
1–5 of 28