Benoît Frénay

University of Namur

Belgium

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Articles (20)

A Fair Enhanced Bayesian Personalized Ranking Using Adversarial Learning

Year:

2025

Gradient-based explanation for non-linear non-parametric dimensionality reduction

Year:

2024

Industrial and medical anomaly detection through cycle-consistent adversarial networks

Year:

2024

When magnetron sputtering deposition meets machine learning

Year:

2024

Towards better transition modeling in recurrent neural networks

Year:

2024

Learning Customised Decision Trees for Domain-knowledge Constraints

Year:

2023

DT-SNE: t-SNE discrete visualizations as decision tree structures

Year:

2023

Do open government data (OGD) portals show signs of knowledge management (KM) practices?

Year:

2023

Metadata quality matters in Open Government Data (OGD) evaluation! An empirical investigation of OGD portals of the GCC constituents

Year:

2023

Composite score for anomaly detection in imbalanced real-world industrial dataset

Year:

2023

Improving the Feature Selection Stability of the Delta Test in Regression

Year:

2023

Constraint Enforcement on Decision Trees

Year:

2022

Open Government Data Awareness

Year:

2022

Engaging Citizens with Open Government Data: The Value of Dashboards Compared to Individual Visualizations

Year:

2022

Learning from Code Repositories to Recommend Model Classes

Year:

2022

Integrating Constraints Into Dimensionality Reduction for Visualization: A Survey

Year:

2022

Balancing fraud analytics with legal requirements

Year:

2022

BIOT: Explaining multidimensional nonlinear MDS embeddings using the Best Interpretable Orthogonal Transformation

Year:

2021

IXVC: An interactive pipeline for explaining visual clusters in dimensionality reduction visualizations with decision trees

Year:

2021

Legal requirements on explainability in machine learning

Year:

2021

Collaborators (7)

Thomas Tombal

Tilburg University

NETHERLANDS

El Adoui Mohammed

University of Namur

BELGIUM

Paul Temple

University of Namur

BELGIUM

Gilles Perrouin

University of Namur

BELGIUM

Adrien Bibal

University of Colorado Anschutz Medical Campus

UNITED STATES

Benoît Vanderose

University of Namur

BELGIUM

Pauline Willem

University of Namur

BELGIUM

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