עקוב אחר
Frénay Benoît
Frénay Benoît
Faculty of Computer Science, Université de Namur
כתובת אימייל מאומתת בדומיין unamur.be - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Classification in the presence of label noise: a survey‏
B Frénay, M Verleysen‏
IEEE transactions on neural networks and learning systems 25 (5), 845-869, 2013‏
21232013
Legal requirements on explainability in machine learning‏
A Bibal, M Lognoul, A De Streel, B Frénay‏
Artificial Intelligence and Law 29, 149-169, 2021‏
1922021
Interpretability of machine learning models and representations: an introduction‏
A Bibal, B Frénay‏
24th european symposium on artificial neural networks, computational …, 2016‏
1802016
Using SVMs with randomised feature spaces: an extreme learning approach.‏
B Frénay, M Verleysen‏
ESANN, 2010‏
1492010
A comprehensive introduction to label noise.‏
B Frénay, A Kabán‏
ESANN, 2014‏
1402014
Feature selection for nonlinear models with extreme learning machines‏
F Benoît, M Van Heeswijk, Y Miche, M Verleysen, A Lendasse‏
Neurocomputing 102, 111-124, 2013‏
1092013
Is mutual information adequate for feature selection in regression?‏
B Frénay, G Doquire, M Verleysen‏
Neural Networks 48, 1-7, 2013‏
1062013
Parameter-insensitive kernel in extreme learning for non-linear support vector regression‏
B Frénay, M Verleysen‏
Neurocomputing 74 (16), 2526-2531, 2011‏
1062011
Decision trees: from efficient prediction to responsible AI‏
H Blockeel, L Devos, B Frénay, G Nanfack, S Nijssen‏
Frontiers in artificial intelligence 6, 1124553, 2023‏
832023
Clustering patterns of urban built-up areas with curves of fractal scaling behaviour‏
I Thomas, P Frankhauser, B Frenay, M Verleysen‏
Environment and Planning B: Planning and Design 37 (5), 942-954, 2010‏
802010
Ethical adversaries: Towards mitigating unfairness with adversarial machine learning‏
P Delobelle, P Temple, G Perrouin, B Frénay, P Heymans, B Berendt‏
ACM SIGKDD Explorations Newsletter 23 (1), 32-41, 2021‏
582021
Supervised ECG delineation using the wavelet transform and hidden Markov models‏
G de Lannoy, B Frénay, M Verleysen, J Delbeke‏
4th European Conference of the International Federation for Medical and …, 2009‏
552009
Constraint enforcement on decision trees: A survey‏
G Nanfack, P Temple, B Frénay‏
ACM Computing Surveys (CSUR) 54 (10s), 1-36, 2022‏
422022
Theoretical and empirical study on the potential inadequacy of mutual information for feature selection in classification‏
B Frénay, G Doquire, M Verleysen‏
Neurocomputing 112, 64-78, 2013‏
422013
Estimating mutual information for feature selection in the presence of label noise‏
B Frénay, G Doquire, M Verleysen‏
Computational Statistics & Data Analysis 71, 832-848, 2014‏
402014
Reinforced extreme learning machines for fast robust regression in the presence of outliers‏
B Frénay, M Verleysen‏
IEEE Transactions on Cybernetics 46 (12), 3351-3363, 2015‏
312015
Lsfb-cont and lsfb-isol: Two new datasets for vision-based sign language recognition‏
J Fink, B Frénay, L Meurant, A Cleve‏
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021‏
292021
DT-SNE: t-SNE discrete visualizations as decision tree structures‏
A Bibal, V Delchevalerie, B Frénay‏
Neurocomputing 529, 101-112, 2023‏
272023
Explaining t-sne embeddings locally by adapting lime‏
A Bibal, VM Vu, G Nanfack, B Frénay‏
28th European Symposium on Artificial Neural Networks, Computational …, 2020‏
262020
Ensembles of local linear models for bankruptcy analysis and prediction‏
L Kainulainen, Y Miche, E Eirola, Q Yu, B Frénay, E Séverin, A Lendasse‏
Case Studies In Business, Industry And Government Statistics 4 (2), 116-133, 2011‏
262011
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מאמרים 1–20