# A hierarchical prediction method based on hybrid-kernel GWO-SVM for metal tube bending wrinkling detection

> Research article (The International Journal of Advanced Manufacturing Technology, 2022) · cited 15× · AI/ML

**Wikidata**: [openalex:W4285491467](https://www.wikidata.org/wiki/openalex:W4285491467)  
**Source**: https://4ort.xyz/entity/a-hierarchical-prediction-method-based-on-hybrid-kernel-gwo-svm-for-metal-tube-bending-wrinkling-detection