Publications by authors named "Benoit Frenay"

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Human and Deep Learning Predictions of Peripheral Lung Cancer Using a 1.3 mm Video Endoscopic Probe.
Edoardo Amante, Robin Ghyselinck, Luc Thiberville, Rocco Trisolini, Florian Guisier

Respirology· September 2025

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Decision trees: from efficient prediction to responsible AI.
Hendrik Blockeel, Laurens Devos, Benoît Frénay, Géraldin Nanfack, Siegfried Nijssen

Front Artif Intell· July 2023

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Predicting User Preferences of Dimensionality Reduction Embedding Quality.
Cristina Morariu, Adrien Bibal, Rene Cutura, Benoit Frenay, Michael Sedlmair

IEEE Trans Vis Comput Graph· January 2023

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Reinforced Extreme Learning Machines for Fast Robust Regression in the Presence of Outliers.
Benoit Frenay, Michel Verleysen

IEEE Trans Cybern· December 2016

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Classification in the presence of label noise: a survey.
Benoît Frénay, Michel Verleysen

IEEE Trans Neural Netw Learn Syst· May 2014

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Pointwise probability reinforcements for robust statistical inference.
Benoît Frénay, Michel Verleysen

Neural Netw· February 2014

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Is mutual information adequate for feature selection in regression?
Benoît Frénay, Gauthier Doquire, Michel Verleysen

Neural Netw· December 2013

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