# Full-cycle data purification strategy for multi-type weld seam classification with few-shot learning

> Research article (Computers in Industry, 2023) · cited 11× · AI/ML

**Wikidata**: [openalex:W4376561185](https://www.wikidata.org/wiki/openalex:W4376561185)  
**Source**: https://4ort.xyz/entity/full-cycle-data-purification-strategy-for-multi-type-weld-seam-classification-with-few-shot-learning