Litcius/Paper detail

Uncertainty-aware Bayesian neural network with SHAP interpretability for data-driven assembly quality prediction in complex manufacturing systems

Jie Wu, Yan‐Ning Sun, Yu Song, Lilan Liu, Zenggui Gao, Wei Qin

2025Advanced Engineering Informatics10 citationsDOI

Topics & Concepts

InterpretabilityArtificial neural networkBayesian networkBayesian probabilityComputer scienceMachine learningArtificial intelligenceQuality (philosophy)Data miningEpistemologyPhilosophyManufacturing Process and OptimizationIndustrial Vision Systems and Defect DetectionAdvanced Statistical Process Monitoring