Gabriella Cortellessa

Lightweight structure-aware explanations for rule-based models: application to radiotherapy risk communication in breast cancer

Rule-based models are often considered inherently interpretable because their explicit logical structure allows users to trace predictions back to human-readable rules. However, in complex domains such as healthcare, multiple rules involving numerous attributes may be activated simultaneously, making it difficult f...