Irene Punta-Sánchez

Detecting Honey Adulteration: Advanced Approach Using UF-GC Coupled with Machine Learning

Irene Punta-Sánchez, Tomasz Dymerski, José Luis P. Calle, Ana Ruiz-Rodríguez, Marta Ferreiro-González, Miguel Palma

This article introduces a novel approach to detecting honey adulteration by combining ultra-fast gas chromatography (UF-GC) with advanced machine learning techniques. Machine learning models, particularly support vector regression (SVR) and least absolute shrinkage and selection…Read more