Multivariate methods for analysis of environmental reference materials using laser-induced breakdown spectroscopy
Keywords: LIBS; RMs; INAA; MVA; PLSR; PLSDA;
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Keywords: SIDS; Sudden Infant Death Syndrome; LC-MS; liquid chromatography-mass spectrometry; m/z; mass/charge; PCA; principal component analysis; RT; retention time; KEGG; Kyoto Encyclopedia for Genes and Genomes; MS/MS; tandem mass spectrometry; PLSDA; partial le
Keywords: Bladder cancer; Variable selection; Infrared spectroscopy; Automatic detection; Chalcogenide glass fibers; PLSDA; SVM;
Keywords: HbA1c; glycated hemoglobin; Cer; ceramide; CHOL; total cholesterol; DLDA; diagonal discriminant analysis; FG; fasting glucose; HDL-C; high-density lipoprotein cholesterol; HOMA-IR; Homeostatic Model Assessment; LDA; linear discriminant analysis; LDL-C; lo
Keywords: HSI; hyperspectral imaging; TZ; tetrazolium test; FOV; field of view; NIR; near infrared; FT-NIR; Fourier transform-near infrared; PLS; partial least-square; PLSDA; partial least square discriminant analysis; VIP; variable importance in projection; SR; se
Keywords: HPLC; high performance liquid chromatography; E-tongue; electronic tongue; PLSDA; partial least square discriminant analysis; LDA; linear discriminant analysis; OPA; O-phthaldialdehyde; ANOVA; analysis of variance analysis; S.D.; standard deviations; Chin
Keywords: ANOVA; analysis of the variance; C; conventional rearing protocol; CF; condition factor; exVarSS; (sum of SS for each response)/(sum of total SS for each response); exVarBuf; variance explained by (nPCÂ +Â nBuf) components; LV; latent vectors; MANOVA; mul
Keywords: CS; Centroid size; EFA; Elliptic Fourier analysis; G; Gray scale channel; HSV; Hue, Saturation, Value colour space; LV; Latent vectors; PLS; Partial least squares modelling; PLSDA; Partial least squares discriminant analysis; RPD; Ratio of percentage devi
Elemental source attribution signatures for calcium ammonium nitrate (CAN) fertilizers used in homemade explosives
Keywords: CAN; Calcium ammonium nitrate; AN; Ammonium nitrate; HME; Homemade explosives; ICP-MS; Inductively coupled plasma-mass spectrometry; FTIR; Fourier-transform infrared spectroscopy; DCS; Degree-of-class separation; HCA; Hierarchical cluster analysis; PCA; P
FT-NIRS coupled with chemometric methods as a rapid alternative tool for the detection & quantification of cow milk adulteration in camel milk samples
Keywords: FT-NIRS; fourier transform near-infrared spectroscopy; PLSDA; partial least squares discriminant analysis; PCA; principal component analysis; RMSECV; root mean square error of cross validation; RMSEP; root mean square error of prediction; PLS; partial lea
Eigenvalue-eigenvector decomposition (EED) analysis of dissimilarity and covariance matrix obtained from total synchronous fluorescence spectral (TSFS) data sets of herbal preparations: Optimizing the classification approach
Keywords: TSFS; Eigenvalue-Eigen vector decomposition; Dissimilarity; Covariance; PLSDA; Classification;
Effect of Ipomoea aquatica ethanolic extract in streptozotocin (STZ) induced diabetic rats via1H NMR-based metabolomics approach
Keywords: 1H NMR metabolomics; Ipomoea aquatica; Diabetes; Metabolites; DM; diabetes mellitus; NCD; non-communicable diseases; T2DM; type 2 diabetes; MVDA; multivariate analysis; PCA; principle component analysis; PLSDA; partial least square discriminant analysis;
Optimization of combinations of bactericidal and bacteriostatic treatments to control Listeria monocytogenes on cold-smoked salmon
Keywords: NIS; nisin; EPL; epsilon polylysine; LAE; lauric arginate; CHT; chitosan; PLSDA; potassium lactate + sodium diacetate; Listeria monocytogenes; Growth inhibitors; Antimicrobials; Cold-smoked salmon;
Rapid discrimination of pork in Halal and non-Halal Chinese ham sausages by Fourier transform infrared (FTIR) spectroscopy and chemometrics
Keywords: Chinese Ham sausage; Halal; FTIR spectroscopy; LS-SVM; PLSDA;
Geographical analysis of “conflict minerals” utilizing laser-induced breakdown spectroscopy
Keywords: Laser-induced breakdown spectroscopy; LIBS; Conflict minerals; Columbite–tantalite; PLSDA
Shape determination of horticultural produce using two-dimensional computer vision - A review
Keywords: ANN; artificial neural network; DFT; discrete Fourier transform; DWT; discrete wavelet transform; EFD; elliptic Fourier descriptor; FD; Fourier descriptor; FFT; fast Fourier transform; k-NN; k-nearest-neighbors; LDA; linear discriminant analysis; MIZ; min
Prediction of optimal cooking time for boiled potatoes by hyperspectral imaging
Keywords: Hyperspectral imaging; PLSDA; Image processing
Metabolomics study of esophageal adenocarcinoma
Keywords: AUC; area under the curve; BE; Barrett's esophagus; EAC; esophageal adenocarcinoma; EC; esophageal cancer; GC/MS; gas chromatography/mass spectrometry; HGD; high-grade dysplasia; LV; latent variable; MS; mass spectrometry; NMR; nuclear magnetic resonance;
Discrimination of source reactor type by multivariate statistical analysis of uranium and plutonium isotopic concentrations in unknown irradiated nuclear fuel material
Keywords: PCA; PLSDA; Classification; Nuclear reactor; Nuclear fuel; Discriminant analysis;
Combination of chemometric tools and image processing for bruise detection on apples
Keywords: Multispectral imaging; PCA; PLSDA; Image processing