Artikkelit, joihin on yleisen käytön mandaatti - Frénay BenoîtLisätietoja
Ei saatavilla missään: 3
DT-SNE: t-SNE discrete visualizations as decision tree structures
A Bibal, V Delchevalerie, B Frénay
Neurocomputing 529, 101-112, 2023
Mandaatit: National Fund for Scientific Research, Belgium
Integrating constraints into dimensionality reduction for visualization: A survey
VM Vu, A Bibal, B Frénay
IEEE Transactions on Artificial Intelligence 3 (6), 944-962, 2022
Mandaatit: National Fund for Scientific Research, Belgium
When magnetron sputtering deposition meets machine learning: Application to process anomaly detection
V Delchevalerie, N De Moor, L Rassinfosse, E Haye, B Frenay, S Lucas
Surface and Coatings Technology 477, 130301, 2024
Mandaatit: National Fund for Scientific Research, Belgium
Saatavilla jossain: 27
Is mutual information adequate for feature selection in regression?
B Frénay, G Doquire, M Verleysen
Neural Networks 48, 1-7, 2013
Mandaatit: National Fund for Scientific Research, Belgium
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
Mandaatit: National Fund for Scientific Research, Belgium, Research Foundation (Flanders)
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
Mandaatit: National Fund for Scientific Research, Belgium, Research Foundation (Flanders)
Constraint enforcement on decision trees: A survey
G Nanfack, P Temple, B Frénay
ACM Computing Surveys (CSUR) 54 (10s), 1-36, 2022
Mandaatit: National Fund for Scientific Research, Belgium
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
Mandaatit: National Fund for Scientific Research, Belgium
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
Mandaatit: National Fund for Scientific Research, Belgium
Achieving rotational invariance with bessel-convolutional neural networks
V Delchevalerie, A Bibal, B Frénay, A Mayer
Advances in Neural Information Processing Systems 34, 28772-28783, 2021
Mandaatit: National Fund for Scientific Research, Belgium
BIR: A method for selecting the best interpretable multidimensional scaling rotation using external variables
R Marion, A Bibal, B Frénay
Neurocomputing 342, 83-96, 2019
Mandaatit: National Fund for Scientific Research, Belgium
Valid interpretation of feature relevance for linear data mappings
B Fránay, D Hofmann, A Schulz, M Biehl, B Hammer
2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2014
Mandaatit: German Research Foundation
Global explanations with decision rules: a co-learning approach
G Nanfack, P Temple, B Frénay
Uncertainty in artificial intelligence, 589-599, 2021
Mandaatit: National Fund for Scientific Research, Belgium
Learning customised decision trees for domain-knowledge constraints
G Nanfack, P Temple, B Frénay
Pattern Recognition 142, 109610, 2023
Mandaatit: National Fund for Scientific Research, Belgium
Finding the most interpretable MDS rotation for sparse linear models based on external features
A Bibal, R Marion, B Frénay
26th European Symposium on Artificial Neural Networks, Computational …, 2018
Mandaatit: National Fund for Scientific Research, Belgium, Belgian Science Policy Office
Balancing fraud analytics with legal requirements: Governance practices and trade-offs in public administrations
A Simonofski, T Tombal, C De Terwangne, P Willem, B Frenay, ...
Data & Policy 4, e14, 2022
Mandaatit: Belgian Science Policy Office
BIOT: Explaining multidimensional nonlinear MDS embeddings using the Best Interpretable Orthogonal Transformation
A Bibal, R Marion, R von Sachs, B Frénay
Neurocomputing 453, 109-118, 2021
Mandaatit: National Fund for Scientific Research, Belgium
Predicting User Preferences of Dimensionality Reduction Embedding Quality
C Morariu, A Bibal, R Cutura, B Frenay, M Sedlmair
IEEE Transactions on Visualization and Computer Graphics, 2023
Mandaatit: German Research Foundation
Sign language-to-text dictionary with lightweight transformer models
J Fink, P Poitier, M André, L Meurice, B Frénay, A Cleve, B Dumas, ...
32nd International Joint Conference on Artificial Intelligence, IJCAI 2023 …, 2023
Mandaatit: National Fund for Scientific Research, Belgium, Research Foundation (Flanders)
Boundary-based fairness constraints in decision trees and random forests
G Nanfack, V Delchevalerie, B Frénay
ESANN 2021 Proceedings-29th European Symposium on Artificial Neural Networks …, 2021
Mandaatit: National Fund for Scientific Research, Belgium
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