Prediction of coffee traits by artificial neural networks and laser-assisted rapid evaporative ionization mass spectrometry

VGK Cardoso, J Balog, V Zsellér, T Karancsi… - Food Research …, 2025 - Elsevier
Background Coffee is an important commodity in the worldwide economy and smart
technologies are important for accurate quality control and consumer-oriented product …

Exploring accurate mass measurements in pixel-based chemometrics: Advancing coffee classification with GC-HRMS—A proof of concept study

AC Paiva, CA Teixeira, LW Hantao - Journal of Chromatography A, 2024 - Elsevier
This paper presents a study that assesses the application of chemometrics for classifying
coffee samples in a quality control context. High-resolution and accurate mass …

[HTML][HTML] Enter the Matrix: Improving the Interpretation of Separations Data Using Chemometrics in Analytical Investigations

AC Paiva, C Teixeira, V Kelis Cardoso… - 2022 - chromatographyonline.com
This article describes a compendium of chemometrics applications in separation science to
demonstrate the importance and synergy of data handling. We review the main points that …

[PDF][PDF] VICTOR GUSTAVO KELIS CARDOSO

DE APRENDIZADO, NAIDOC MÁQUINA - repositorio.unicamp.br
This Ph. D. thesis presents a set of studies that highlight the application of high-resolution
mass spectrometry and advanced chemometric algorithms for coffee analysis. The first …