José Santos

DECODE: Decision Tree Capturing Opaque Decisions via Coverage-Driven Synthetic Sampling

In the context of smart manufacturing, Explainable AI has emerged as an essential solution to ensure trust in complex Machine Learning model decisions. However, most employed methods are limited to feature relevance scoring, lacking in providing a human-interpretable description of model behaviour. Surrogate models, ho...