Journal ArticleDOI
Data fusion of near-infrared and mid-infrared spectra for identification of rhubarb.
TLDR
A method to distinguish unofficial rhubarb samples was established and the use of data fusion strategies improved the classification model and allowed correct classification of all the samples.About:
This article is published in Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy.The article was published on 2017-01-15. It has received 71 citations till now.read more
Citations
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“Bioinformatics” 특집을 내면서
TL;DR: Assessment of medical technology in the context of commercialization with Bioentrepreneur course, which addresses many issues unique to biomedical products.
Journal ArticleDOI
An overview of multivariate qualitative methods for food fraud detection
TL;DR: This review describes the state of the art of multivariate qualitative analysis for determining food fraud, and differentiates between authentication and adulteration.
Journal ArticleDOI
FT-MIR and NIR spectral data fusion: a synergetic strategy for the geographical traceability of Panax notoginseng.
TL;DR: The high-level data fusion strategy for Fourier transform mid-IR and near-IR spectra can be used as a reliable tool for correct geographical identification of P. notoginseng.
Journal ArticleDOI
Quality assessment of herbal medicines based on chemical fingerprints combined with chemometrics approach: A review.
TL;DR: This review summarizes the recent analytical techniques used to generate HM chemical fingerprints, including chromatography, vibrational spectroscopy, nuclear magnetic resonance spectroscopic, and mass spectrometry, and examines the advantages, drawbacks, and application scope of each technology.
Journal ArticleDOI
Detection of adulteration in Chinese honey using NIR and ATR-FTIR spectral data fusion.
TL;DR: The results reveal that, compared to low-level data fusion, intermediate- level data fusion significantly improves the detection model, and the accuracy, sensitivity and specificity of the optimal SVM model all reach 100%, which makes it ideal for the identification of natural honey and syrup-adulterated honey.
References
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Smoothing and Differentiation of Data by Simplified Least Squares Procedures.
Journal ArticleDOI
Least Squares Support Vector Machine Classifiers
TL;DR: A least squares version for support vector machine (SVM) classifiers that follows from solving a set of linear equations, instead of quadratic programming for classical SVM's.
“Bioinformatics” 특집을 내면서
TL;DR: Assessment of medical technology in the context of commercialization with Bioentrepreneur course, which addresses many issues unique to biomedical products.
Journal ArticleDOI
Decomposition of Hardy functions into square integrable wavelets of constant shape
A. Grossmann,J. Morlet +1 more
TL;DR: In this article, the authors studied square integrable coefficients of an irreducible representation of the non-unimodular $ax + b$-group and obtained explicit expressions in the case of a particular analyzing family that plays a role analogous to coherent states (Gabor wavelets) in the usual $L_2 $ -theory.
Journal ArticleDOI
Computer Aided Design of Experiments
Robert W. Kennard,L. A. Stone +1 more
TL;DR: A computer oriented method which assists in the construction of response surface type experimental plans takes into account constraints met in practice that standard procedures do not consider explicitly.