Greybox XAI: A Neural-Symbolic learning framework to produce interpretable predictions for image classification

Adrien Bennetot^{a b c d}✉, Gianni Franchi^c, Javier Del Ser^{e f}, Raja Chatila^b, Natalia Díaz-Rodríguez^g

1. ^aSegula Technologies, Parc d’activité de Pissaloup, Trappes, France
2. ^bSorbonne Université, Paris, France
3. ^cU2IS, ENSTA, Institut Polytechnique Paris and Inria Flowers, 91762, Palaiseau, France
4. ^dSegula Technologies, Parc d'activité de Pissaloup, Trappes, France
5. ^eTECNALIA, Basque Research and Technology Alliance (BRTA), 48160 Derio, Bizkaia, Spain
6. ^fUniversity of the Basque Country (UPV/EHU), 48013 Bilbao, Spain
7. ^gAndalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain
8. ✉Corresponding author