# Improving prediction model robustness with virtual sample construction for near-infrared spectra analysis

> Research article (Analytica Chimica Acta, 2023) · cited 19× · AI/ML

**Wikidata**: [openalex:W4386416150](https://www.wikidata.org/wiki/openalex:W4386416150)  
**Source**: https://4ort.xyz/entity/improving-prediction-model-robustness-with-virtual-sample-construction-for-near-infrared-spectra-analysis