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Soil & Tillage Research, ISSN 0167-1987, 01/2016, Volume 155, pp. 510 - 522
The selection of calibration method is one of the main factors influencing measurement accuracy of soil properties estimation in visible and near infrared... 
Reflectance spectroscopy | Clay content | Organic matter | MARS | PLSR | SVR | REGRESSION | FIELD | QUANTITATIVE-ANALYSIS | PREDICTION | SOIL SCIENCE | METHODS PLSR | SMECTITES | PARTIAL LEAST-SQUARES | SALINITY | EMISSION | CARBON CONTENT
Journal Article
HEPATOLOGY, ISSN 0270-9139, 02/2017, Volume 65, Issue 2, pp. 451 - 464
There is evidence that nonalcoholic fatty liver disease (NAFLD) is affected by gut microbiota. Therefore, we investigated its modifications in pediatric NAFLD... 
PATHOGENESIS | REGRESSION | TWINS | METABOLISM | ALCOHOL | CIRRHOSIS | HYPOTHESIS | STEATOHEPATITIS | GASTROENTEROLOGY & HEPATOLOGY | PLSR | AXIS
Journal Article
New Phytologist, ISSN 0028-646X, 05/2017, Volume 214, Issue 3, pp. 1033 - 1048
Journal Article
Infrared Physics and Technology, ISSN 1350-4495, 11/2019, Volume 102, p. 102998
Attenuated total reflection Fourier transform infrared (ATR-FTIR) spectroscopy was used as a diagnostic tool to identify the biochemical markers expressed... 
PCA-LDA | Freeze dry | Dengue | FTIR | PLSR
Journal Article
Journal of Nuclear Materials, ISSN 0022-3115, 02/2017, Volume 484, pp. 135 - 140
The determination of uranium with composition varying from 0% to 35 wt% in (Th-U)O mixed oxide fuel using laser induced breakdown spectroscopy (LIBS) utilizing... 
Nuclear fuel | AHWR | LIBS | Chemometrics | PLSR
Journal Article
Sensors (Basel, Switzerland), ISSN 1424-8220, 11/2018, Volume 18, Issue 11, p. 3855
In arid and semi-arid regions, identifying and monitoring of soil alkalinity and salinity are in urgently need for preventing land degradation and maintaining... 
Soil | Plsr model | Hyperspectral data | Alkalinity and salinity | ELECTROCHEMISTRY | hyperspectral data | CHEMISTRY, ANALYTICAL | INSTRUMENTS & INSTRUMENTATION | METHODS PLSR | INDICATORS | PLSR model | soil | ACID SULFATE SOIL | alkalinity and salinity | MODEL | DIFFUSE-REFLECTANCE SPECTROSCOPY
Journal Article
Journal of Nuclear Materials, ISSN 0022-3115, 02/2017, Volume 484, Issue C, pp. 135 - 140
The determination of uranium with composition varying from 0% to 35 wt% in (Th-U)O mixed oxide fuel using laser induced breakdown spectroscopy (LIBS) utilizing... 
Nuclear fuel | AHWR | LIBS | Chemometrics | PLSR
Journal Article
Catena, ISSN 0341-8162, 01/2020, Volume 184, p. 104239
The properties of phyllosilicates, iron oxides (oxyhydroxides), and magnetic minerals in soils can respond to changes in pedogenic weathering intensity and... 
Loess-paleosol | Iron oxides | Phyllosilicates | Chemical weathering | PLSR | Magnetic susceptibility
Journal Article
Journal of Statistical Software, ISSN 1548-7660, 2007, Volume 18, Issue 2, pp. 1 - 24
The pls package implements principal component regression ( PCR) and partial least squares regression ( PLSR) in R ( R Development Core Team 2006b), and is... 
Principal component regression | Partial least squares regression | PCR | PLSR | R | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | partial least squares regression | MODELS | principal component regression | STATISTICS & PROBABILITY | ERROR | SPECTRA
Journal Article
Chemometrics and Intelligent Laboratory Systems, ISSN 0169-7439, 2009, Volume 99, Issue 2, pp. 121 - 126
This study explores the application of multivariate data analysis in the viscosity prediction of crude oils using NMR relaxation data. The H transverse... 
Viscosity | Relaxometry | Crude oil | PLSR
Journal Article
Science of the Total Environment, ISSN 0048-9697, 11/2019, Volume 689, pp. 341 - 346
Journal Article
Molecular Informatics, ISSN 1868-1743, 2019, Volume 38, Issue 8-9, p. 1800144
Improving the interpretability of multivariate QSPR models is a major issue in modern drug discovery. In this study we applied three strategies to model and... 
MLR | MBPLSR | BR analysis | PLSR | micellar liquid chromatography
Journal Article
Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves, ISSN 1001-9014, 12/2018, Volume 37, Issue 6, pp. 775 - 789
Journal Article
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, ISSN 1386-1425, 01/2018, Volume 189, pp. 463 - 472
A steady and accurate model used for quality detection depends on precise data and appropriate analytical methods. In this study, the authors applied partial... 
Outliers | Improved simulated annealing | Monte Carlo cross validation | Successive projections algorithm | PLSR components | Partial least square regression | OILS | QUANTIFICATION | SPECTRAL PRETREATMENTS | MODEL | IDENTIFICATION | VARIABLE SELECTION | SPECTROSCOPY | DISCRIMINATION | NEAR-INFRARED SPECTROSCOPY | PLSR | Wheat | Usage | Annealing | Algorithms
Journal Article