# Mid-infrared spectroscopy and machine learning as a complementary tool for sensory quality assessment of roasted cocoa-based products

> Research article (Infrared Physics & Technology, 2024) · cited 15× · AI/ML

**Wikidata**: [openalex:W4401446900](https://www.wikidata.org/wiki/openalex:W4401446900)  
**Source**: https://4ort.xyz/entity/mid-infrared-spectroscopy-and-machine-learning-as-a-complementary-tool-for-sensory-quality-assessment-of-roasted-cocoa-b