S4XAI

Counterfactual Explanations for Ontologies aims at generationg counterfactual explanations only using an ontology. The idea is to find the smallest changes in the properties of an individual to render this individual consistent with a different class

A system that uses an ontology to design an image classifier capable of detecting inconsistencies in the predictions.