# Improving identification ability of adulterants in powdered Panax notoginseng using particle swarm optimization and data fusion

> Research article (Infrared Physics & Technology, 2019) · cited 32× · AI/ML

**Wikidata**: [openalex:W2984640247](https://www.wikidata.org/wiki/openalex:W2984640247)  
**Source**: https://4ort.xyz/entity/improving-identification-ability-of-adulterants-in-powdered-panax-notoginseng-using-particle-swarm-optimization-and-data