TY - GEN AU - Trillo Vílchez, José Ramón AU - Fernández Hilario, Alberto Luis AU - Herrera Triguero, Francisco PY - 2020 SN - 1558-4739 UR - https://hdl.handle.net/10481/109354 AB - When developing a Machine Learning model, the consideration of explainability as an additional design driver can improve its deployment into any application context. Given an audience, an explainable Artificial Intelligence system is one that produces... LA - eng PB - IEEE KW - Explainable Artificial Intelligence (XAI) KW - Fuzzy Rule Based Classification Systems KW - Hierarchical Models TI - HFER: Promoting Explainability in Fuzzy Systems via Hierarchical Fuzzy Exception Rules DO - 10.1109/FUZZ48607.2020.9177575 ER -