Arne Gevaert

According to our database, Arne Gevaert authored at least 9 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Tree smoothing: Post-hoc regularization of tree ensembles for interpretable machine learning.

Bastian Pfeifer, Arne Gevaert, Markus Loecher, Andreas Holzinger

Inf. Sci., 2025

2024

Evaluating feature attribution methods in the image domain.

Arne Gevaert, Axel-Jan Rousseau, Thijs Becker, Dirk Valkenborg, Tijl De Bie, Yvan Saeys

Mach. Learn., September, 2024

2023

Efficient Approximation of Asymmetric Shapley Values Using Functional Decomposition.

Arne Gevaert, Anna Saranti, Andreas Holzinger, Yvan Saeys

Proceedings of the Machine Learning and Knowledge Extraction, 2023

2022

Evaluating Feature Attribution Methods in the Image Domain: High-Dimensional Datasets.

Arne Gevaert, Axel-Jan Rousseau, Thijs Becker, Dirk Valkenborg, Tijl De Bie, Yvan Saeys

Dataset, February, 2022

Evaluating Feature Attribution Methods in the Image Domain: Benchmark results and model parameters.

Arne Gevaert, Axel-Jan Rousseau, Thijs Becker, Dirk Valkenborg, Tijl De Bie, Yvan Saeys

Dataset, February, 2022

PDD-SHAP: Fast Approximations for Shapley Values using Functional Decomposition.

Arne Gevaert, Yvan Saeys

CoRR, 2022

Distilling Deep RL Models Into Interpretable Neuro-Fuzzy Systems.

Arne Gevaert, Jonathan Peck, Yvan Saeys

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2019

Distillation of Deep Reinforcement Learning Models Using Fuzzy Inference Systems.

Arne Gevaert, Jonathan Peck, Yvan Saeys

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018

A Preliminary Open Data Publishing Strategy for Live Data in Flanders.

Julián Andrés Rojas Meléndez, Brecht Van de Vyvere, Arne Gevaert, Ruben Taelman, Pieter Colpaert, Ruben Verborgh

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018