Insect Protein Content Analysis in Handcrafted Fitness Bars by NIR Spectroscopy. Gaussian Process Regression and Data Fusion for Performance Enhancement of Miniaturized Cost-Effective Consumer-Grade Sensors

Insect Protein Content Analysis in Handcrafted Fitness Bars by NIR Spectroscopy. Gaussian Process Regression and Data Fusion for Performance Enhancement of Miniaturized Cost-Effective Consumer-Grade Sensors

Future food supply will become increasingly dependent on edible material extracted from insects. The growing popularity of artisanal food products enhanced by insect proteins creates particular needs for establishing effective methods for quality control. This study focuses on developing rapid and e...

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Bibliographic Details
Main Authors: Krzysztof B. Beć, Justyna Grabska, Nicole Plewka, Christian W. Huck
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Molecules
Subjects:
near-infrared (NIR) spectroscopy
miniaturized sensor
handheld
protein analysis
partial least squares regression (PLSR)
Gaussian process regression (GPR)
Online Access:https://www.mdpi.com/1420-3049/26/21/6390

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https://www.mdpi.com/1420-3049/26/21/6390

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