Arne Gevaert

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Fuzzy Inference System

Global Features

Functional Decomposition

Scanned Documents

Top Venues

BNAIC/BENELEARN

Publications

Arne Gevaert, Axel-Jan Rousseau, Thijs Becker, Dirk Valkenborg, Tijl De Bie, Yvan Saeys
Evaluating feature attribution methods in the image domain. Mach. Learn. 113 (9) (2024)
Arne Gevaert, Anna Saranti, Andreas Holzinger, Yvan Saeys
Efficient Approximation of Asymmetric Shapley Values Using Functional Decomposition. CD-MAKE (2023)
Arne Gevaert, Jonathan Peck, Yvan Saeys
Distilling Deep RL Models Into Interpretable Neuro-Fuzzy Systems. FUZZ-IEEE (2022)
Arne Gevaert, Jonathan Peck, Yvan Saeys
Distilling Deep RL Models Into Interpretable Neuro-Fuzzy Systems. CoRR (2022)
Arne Gevaert, Axel-Jan Rousseau, Thijs Becker, Dirk Valkenborg, Tijl De Bie, Yvan Saeys
Evaluating Feature Attribution Methods in the Image Domain. CoRR (2022)
Arne Gevaert, Yvan Saeys
PDD-SHAP: Fast Approximations for Shapley Values using Functional Decomposition. CoRR (2022)
Arne Gevaert, Jonathan Peck, Yvan Saeys
Distillation of Deep Reinforcement Learning Models Using Fuzzy Inference Systems. BNAIC/BENELEARN (2019)
Julián Andrés Rojas Meléndez, Brecht Van de Vyvere, Arne Gevaert, Ruben Taelman, Pieter Colpaert, Ruben Verborgh
A Preliminary Open Data Publishing Strategy for Live Data in Flanders. WWW (Companion Volume) (2018)