Effect of variable selection algorithms on model performance for predicting moisture content in biological materials using spectral data
Author:
Funder
National Institute of Food and Agriculture
Publisher
Elsevier BV
Subject
Spectroscopy,Environmental Chemistry,Biochemistry,Analytical Chemistry
Reference60 articles.
1. Selection of feature wavelengths for developing multispectral imaging systems for quality, safety and authenticity of muscle foods-a review;Pu;Trends Food Sci. Technol.,2015
2. Principles and applications of hyperspectral imaging in quality evaluation of agro-food products: a review;ElMasry;Crit. Rev. Food Sci. Nutr.,2012
3. Near infrared spectroscopy: a mature analytical technique with new perspectives – a review;Pasquini;Anal. Chim. Acta,2018
4. Feasibility of near infrared spectroscopy for analyzing corn kernel damage and viability of soybean and corn kernels;Esteve Agelet;J. Cereal. Sci.,2012
5. Near-infrared spectroscopy as a rapid method for evaluation physicochemical changes of stored soybeans;Bazoni;J. Stored Prod. Res.,2017
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