2D electrophoresis image segmentation within a pixel-based framework
Keywords: Two-dimensional electrophoresis; Pixel-based anlaysis; Image processing; segmentation; PLSR; ANOVA;
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Evaluating the sensitivity of clay content prediction to atmospheric effects and degradation of image spatial resolution using Hyperspectral VNIR/SWIR imagery
Keywords: VNIR/SWIR spectroscopy; Hyperspectral satellite; Airborne remote sensing; Spatial resolution; Clay content mapping; PLSR; Mediterranean context;
Hydrothermal carbonization (HTC): Near infrared spectroscopy and partial least-squares regression for determination of selective components in HTC solid and liquid products derived from maize silage
Keywords: HTC; hydrothermal carbonization; NIR; near infrared spectroscopy; HHV; higher heating value; HMF; hydroxymethyl furfural; PLS; partial least squares; PLSR; partial least squares regression; OSC; orthogonal signal correction; JK; Jack Knifing; VN; vector n
Peatland pines as a proxy for water table fluctuations: Disentangling tree growth, hydrology and possible human influence
Keywords: WTL; water table level; TRI; tree ring index; EPS; expressed population signal; PCA; principal component analysis; PLSR; projection on latent surfaces regression; PCR; principal component regression; MRC; missing ring combination; CLF; change of the limit
Using multiple spectral feature analysis for quantitative pH mapping in a mining environment
Keywords: AMD; acid mine drainage; AOT; atmospheric optical thickness; CR; continuum removal; FWHM; full-width half-maximum; HCRF; hemispherical-conical reflectance factor; IS; image spectroscopy; LSU; linear spectral unmixing; MNF; minimum noise fraction transform
Non-destructive evaluation of ATP content and plate count on pork meat surface by fluorescence spectroscopy
Keywords: Quantitative detection; Sanitation monitoring; Microbial spoilage; Tryptophan; NADPH; PLSR;
A family of regression methods derived from standard PLSR
Keywords: PLSR; Metric; Calibration; Regression; Orthogonal; Oblique; Projection;
Laser ablation molecular isotopic spectrometry of water for 1D2/1H1 ratio analysis
Keywords: LAMIS; LIBS; Hydrogen; Deuterium; PLSR;
Prediction of water and protein contents and quality classification of Spanish cooked ham using NIR hyperspectral imaging
Keywords: Chemical image; Chemical attributes; PLSR; PLS-DA; Spanish cooked ham; Hyperspectral imaging
New way to quantify multiple steroidal compounds in wastewater by comprehensive two-dimensional gas chromatography–time-of-flight mass spectrometry
Keywords: GC × GC–TOFMS; Emerging organic contaminants; Steroids; Wastewater; Chemometrics; PLSR
Relating canopy reflectance to the vegetation composition of mountainous grasslands in the Greater Caucasus
Keywords: Field spectroscopy; Georgia; Subalpine hay meadows; Hyperspectral; PLSR; Floristic gradients
Development of NIR calibration models to assess year-to-year variation in total non-structural carbohydrates in grasses using PLSR
Keywords: NIR; PLSR; iPLS; TNC; Grasses; Fructan
Selection of representative calibration sample sets for near-infrared reflectance spectroscopy to predict nitrogen concentration in grasses
Keywords: Nitrogen; PLSR; NIR; Representative calibration samples; Puchwein's method; CADEX
Prediction of soil organic matter content in a litchi orchard of South China using spectral indices
Keywords: Litchi orchard; Soil organic matter (SOM); PLSR; Band depth; Spectral index; Prediction
Extension of a prediction model to estimate vapor pressures of perfluorinated compounds (PFCs)
Keywords: PLSR; QSPR; QSAR; Model updating; Weighting scheme; Perfluorinated compounds
External calibration models for the measurement of tomato carotenoids by infrared spectroscopy
Keywords: Tomato, Solanum lycopersicum; FTIR, Fourier transformed infrared spectroscopy; HPLC, high pressure liquid chromatographyCarotenoids; Tomato; Infrared; Spectroscopy; Calibration; Model; PLSR; Standard; Food analysis; Food composition
Estimation of Rice Protein Content Using Ground-Based Hyperspectral Remote Sensing
Keywords: ground-based remote sensing; hyperspectral camera; protein content; PLSR;
In-line monitoring of extraction process of scutellarein from Erigeron breviscapus (vant.) Hand-Mazz based on qualitative and quantitative uses of near-infrared spectroscopy
Keywords: Near infrared spectroscopy; PLSR; MBSD; Scutellarein; Extraction; Erigeron breviscapus
Modeling rock permeability from NMR relaxation data by PLS regression
Keywords: Relaxation; Permeability; NMR; PLSR
Relationships between particle size distribution and VNIR reflectance spectra are weaker for soils formed from bedrock compared to transported parent materials
Keywords: Particle size distribution; VNIR-DRS; Parent material; Scale; PLSR
Determination of total phenolic content and antioxidant capacity of onion (Allium cepa) and shallot (Allium oschaninii) using infrared spectroscopy
Keywords: Onion; Shallot; Antioxidant; Phenolic; FT-IR; Chemometrics; PLSR; DF-PCA;
Comparison of theoretical and experimental models for characterizing solvent properties using reversed phase liquid chromatography
Keywords: Global LSER; PLSR; QSRR; RPLC; Atrazine
Stability indicating analysis of bisacodyl by partial least squares regression, spectral residual augmented classical least squares and support vector regression chemometric models: A comparative study
Keywords: Bisacodyl; Multivariate calibration; Modelling nonlinearity; PLSR; SRACLS; SVR
Chemical changes in wheat pan bread during storage and how it affects the sensory perception of aroma, flavour, and taste
Keywords: Wheat bread; Storage; Sensory quality; Aroma volatiles; ANOVA; Analysis of variance; F; Fermentation; LO; Lipid oxidation; M; Maillard reaction; PC; Principal components; PCA; Principal component analysis; PLSR; Partial least squares regression; RMSECV; R
Development of a fast and reliable method for long- and short-term wine age prediction
Keywords: Wine age; UV-vis data; Pre-processing; Variable selection; PLSR;
FT-IR as an alternative method for measuring chemical properties during composting
Keywords: Fourier Transform Infrared Spectroscopy; Composting; Organic matter; PLSR;
Nondestructive measurement of soluble solid content of navel orange fruit by visible–NIR spectrometric technique with PLSR and PCA-BPNN
Keywords: NIR; PLSR; PCA-BPNN; SSC; Navel orange fruit
Prediction of blood–brain partitioning: A model based on molecular electronegativity distance vector descriptors
Keywords: QSAR; Molecular electronegativity distance vector (MEDV); PLSR; The variable importance in projection (VIP); Blood–brain barrier (BBB) permeability
Correlation between volatile composition and sensory properties in Spanish Albariño wines
Keywords: Albariño wine; Volatile compounds; Sensory properties; ACP; PLSR
Visible-near infrared reflectance spectroscopy for assessment of soil properties in a semi-arid area of Turkey
Keywords: MARS; PLSR; Soil reflectance; Turkey; VNIR spectroscopy
Contribution of beef base to aroma characteristics of beeflike process flavour assessed by descriptive sensory analysis and gas chromatography olfactometry and partial least squares regression
Keywords: Beef base; Beeflike process flavour; Descriptive sensory analysis; GC–O; PLSR
Forecasting the transport energy demand based on PLSR method in China
Keywords: Transport energy demand; China; PLSR
Low field 1H NMR relaxometry and multivariate data analysis in crude oil viscosity prediction
Keywords: Relaxometry; Crude oil; Viscosity; PLSR
Quantifying engineering parameters of expansive soils from their reflectance spectra
Keywords: Spectroscopy; Engineering parameters; Expansive soils; PLSR
Control production of polyester resins by NIR spectroscopy
Keywords: NIR spectroscopy; Multivariate calibration; PLSR; Acid value; Hydroxyl value; Model transfer;
Application of multivariate curve resolution alternating least squares (MCR-ALS) to the quantitative analysis of pharmaceutical and agricultural samples
Keywords: Forage analysis; NIR spectroscopy; MCR-ALS; PLSR
Cross model validation and optimisation of bilinear regression models
Keywords: Cross model validation; Partial least squares regression; PLSR; Variable selection; Backward elimination; Microarray data
An approach to predict the 13C NMR chemical shifts of acrylonitrile copolymers using artificial neural network
Keywords: Neural networks; PLSR; NMR; 13C{1H} NMR chemical shift
Longitudinal study of taste identification of sensory panellists: Effect of Ageing, Experience and Exposure
Keywords: Longitudinal; Identification of tastes; Ageing; Experience; Exposure; Sensory panellists; PLSR; Collinearity
Understanding creaminess
Keywords: Creaminess; Low-fat dairy products; Sensory analysis; Rheology; Microstructure; Consumer perception; Multivariate data analysis; PLSR
Cross model validated feature selection based on gene clusters
Keywords: Microarrays; Feature selection; PLSR; Cross model validation; False discovery rate; Hierarchical clustering;
Small-sample and selection bias effects in multivariate calibration, exemplified for OLS and PLS regressions
Keywords: Bias; Cross-validation; Multivariate calibration; OLS; PLSR; Prediction; Representativity
Reduced PCR/PLSR models by subspace projections
Keywords: PCR; PLSR; Model reduction; Subspace projection
Real-time monitoring and chemical profiling of a cultivation process
Keywords: Cultivation; Multi-channel fluorescence; PARAFAC; Representative sampling; PLSR; N-way PLSR
Influence of storage temperature on microbial spoilage characteristics of haddock fillets (Melanogrammus aeglefinus) evaluated by multivariate quality prediction
Keywords: Specific spoilage organisms; Electronic nose; Fish quality; Sensory analysis; TVB-N; PLSR; DMFit; SSSP;
Mid- and near-infrared spectroscopic assessment of soil compositional parameters and structural indices in two Ferralsols
Keywords: Mid-infrared; Near-infrared; Spectroscopy; Carbon; Chemometrics; PLSR; Soil
Application of PLSR in correlating physical and chemical properties of pork ham with different cooling methods
Keywords: Pork ham; Water bath cooking; PLSR; Chemicals; Physical properties; Air blast cooling; Cold room cooling; Vacuum cooling;
Ensemble methods and data augmentation by noise addition applied to the analysis of spectroscopic data
Keywords: Ensemble methods; Data augmentation; Noise simulation; PLSR; EMSC; NIRS;
A chemometric evaluation of the underlying physical and chemical patterns that support near infrared spectroscopy of barley seeds as a tool for explorative classification of endosperm genes and gene combinations
Keywords: Near infrared spectroscopy; Barley mutants; Physico-chemical fingerprinting; Chemometric classification; Phenome; Proteome; 2-DE; two-dimensional electrophoresis; A; amide % d.m.; A/P; index between A and P content; BG; (1â3, 1â4)-β-glucan; BG+S; sum
Regression of a data matrix on descriptors of both its rows and of its columns via latent variables: L-PLSR
Keywords: Multivariate; Regression; Partial least squares; PLS; PLSR; L-PLSR; Bookstein; Bi-linear model; Eigenvector; Singular value decomposition; SVD; Three-block; Latent variables;