TY - JOUR AU - Marín Díaz, Gabriel PY - 2025 SN - 2227-7390 UR - https://hdl.handle.net/20.500.14352/129645 T2 - Mathematics AB - The increasing complexity of manufacturing processes demands accurate defect prediction and interpretable insights into the causes of quality issues. This study proposes a methodology integrating machine learning, clustering, and Explainable... LA - eng M2 - 2436 PB - MDPI KW - Explainable Artificial Intelligence (XAI) KW - defect prediction KW - manufacturing quality control KW - mathematical evaluation XAI KW - ISO 9001 compliance TI - Comparative analysis of explainable AI methods for manufacturing defect prediction: a mathematical perspective TY - journal article VL - 13 ER -