Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process Monitoring

Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini +2

Counterfactual explanations suggest what should be different in the input instance to change the outcome of an AI system. When dealing with counterfactual explanations in the field…