Jul 28, 2023 · In this study, the discrimination model of milk freshness was established by linear discriminant analysis (LDA) and support vector machine (SVM) ...
Jul 8, 2021 · Keywords: Near-infrared Spectroscopy, Chemometric, Pre-processing Methods, Regression, Classification. Yakın Kızılötesi Spektroskopisinde ...
In a general way, the models generated with NIR spectra showed superior performance than that developed with MIR spectra. ... Both spectral preprocessing and ...
Short-Wave Near-Infrared Spectroscopy of Milk Powder for ...
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Contents of fat, protein, and carbohydrate were determined by the LS-SVM and ICA-LS-SVM models. Both processes offered good determination performance for ...
List of references · Cen, Comparison of data pre-processing in pattern recognition of milk powder Vis/NIR spectra, с. · Durazzo · Fagan, Infrared spectroscopy, с.
Jul 10, 2014 · The sample scores that form tight clusters indicate that NIR spectroscopy of the dried milk powders has the potential to discriminate among the ...
He, “comparison of data pre-processing in pattern recognition of milk powder vis/nIr spectra”, Lect. Notes Comput. Sci. 4093, 1000–. 1007 (2006). doi ...
Feb 1, 2021 · Clearly, preprocessing methods, feature extraction methods, and pattern recognition methods are three key procedures of qualitative analysis.
and He Y., “Comparison of data pre-processing in pattern recognition of milk powder vis/NIR spectra”, Lect. Notes Comput. Sci. 4093, 1000–1007 (2006) ...
Comparison of Data Pre-processing in Pattern Recognition of Milk Powder Vis/NIR Spectra. D. Cozzolino, I. Murray (2004). Identification of animal meat muscles ...