Open access
Sep 2026
Multiclass Defect Classification from Legacy Foundry Data: A Decision Support System for Reducing Manual Inspection Time
A machine learning-based decision support system for multiclass defect detection, utilizing exclusively heterogeneous legacy process data to minimize manual inspection time in foundries, and a Naive Bayes Stacking meta-classifier effectively neutralizes single-algorithm inductive biases.
Joachim Denker, Loui Al-Shrouf, M. Jelali
· Processes · 0 citations