دانلود مقالات ISI درباره رگرسیون حداقل مربعات جزئی + ترجمه فارسی

A novel method using MOS electronic nose and ELM for predicting postharvest quality of cherry tomato fruit treated with high pressure argon

Keywords: رگرسیون حداقل مربعات جزئی; Cherry tomato; High pressure argon; Electronic nose; Partial least squares regression; Extreme learning machine;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2018 سفارش ترجمه

Optimal sample selection for measurement of soil organic carbon using on-line vis-NIR spectroscopy

Keywords: رگرسیون حداقل مربعات جزئی; Vis-NIR spectroscopy; Soil organic carbon; Spiking; Partial least squares regression; Sample selection;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2018 سفارش ترجمه

Use of continuous wavelet transform approach for simultaneous quantitative determination of multicomponent mixture by UV-Vis spectrophotometry

Keywords: رگرسیون حداقل مربعات جزئی; Spectrophotometry; Multicomponent measurement; Continuous wavelet transform; Derivative transform; Partial least squares regression; Principal components regression;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2018 سفارش ترجمه

Reduction of interferences in the analysis of Children's Dimetapp using ultraviolet spectroscopy data and target factor analysis

Keywords: رگرسیون حداقل مربعات جزئی; Multivariate calibration matrix; Interference; Principal component analysis; Children's Dimetapp®; Target factor analysis; Partial least squares regression;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2018 سفارش ترجمه

Rapid prediction of total petroleum hydrocarbons concentration in contaminated soil using vis-NIR spectroscopy and regression techniques

Keywords: رگرسیون حداقل مربعات جزئی; Total petroleum hydrocarbons; vis-NIR spectroscopy; Chemometric methods; Partial least squares regression; Random forest regression;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2018 سفارش ترجمه

Quantification of amine functional groups and their influence on OM/OC in the IMPROVE network

Keywords: رگرسیون حداقل مربعات جزئی; Fourier transform-infrared spectroscopy; FTIR; Partial least squares regression; Particulate matter; Organic matter; Organic carbon;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2018 سفارش ترجمه

Raman spectral imaging technique for API detection in pharmaceutical microtablets

Keywords: رگرسیون حداقل مربعات جزئی; 2D; two-dimensional; 3D; three-dimensional; API; active pharmaceutical ingredient; CCD; charge-coupled device; HPLC; high performance liquid chromatography; LS-SVM; least-squares support vector machines; MCC; microcrystalline cellulose; MIR; mid-infrared;

دانلود رایگان متن کامل مقاله ISI 10 صفحه سال انتشار : 2018 سفارش ترجمه

A preliminary study on traceability of biodiesel mixtures based on the raw materials profiles from Brazilian regions and fourier transform infrared spectroscopy (FTIR)

Keywords: رگرسیون حداقل مربعات جزئی; FTIR; Fourier transform infrared spectroscopy; HATR; horizontal attenuated total reflectance; ASTM; American Society for Testing and Materials; PLS-R; partial least squares regression; PLS-DA; partial least squares discriminant analysis; PCA; principal co

دانلود رایگان متن کامل مقاله ISI 11 صفحه سال انتشار : 2018 سفارش ترجمه

Urban tree health assessment using airborne hyperspectral and LiDAR imagery

Keywords: رگرسیون حداقل مربعات جزئی; Remote sensing; Tree segmentation; Chlorophyll; Leaf area index; Spectral indices; Partial least squares regression;

دانلود رایگان متن کامل مقاله ISI 13 صفحه سال انتشار : 2018 سفارش ترجمه

Comparison of multivariate methods for estimating selected soil properties from intact soil cores of paddy fields by Vis-NIR spectroscopy

Keywords: رگرسیون حداقل مربعات جزئی; Paddy soils; Soil properties; Partial least squares regression; Back-propagation neural network; Support vector machine regression; Vis-NIR spectroscopy;

دانلود رایگان متن کامل مقاله ISI 15 صفحه سال انتشار : 2018 سفارش ترجمه

Modern practical convolutional neural networks for multivariate regression: Applications to NIR calibration

Keywords: رگرسیون حداقل مربعات جزئی; Near-infrared spectroscopy; Multivariate regression; Partial least squares regression; Convolutional neural networks; Automatic spectral preprocessing;

دانلود رایگان متن کامل مقاله ISI 25 صفحه سال انتشار : 2018 سفارش ترجمه

Selective protein quantification for preparative chromatography using variable pathlength UV/Vis spectroscopy and partial least squares regression

Keywords: رگرسیون حداقل مربعات جزئی; Preparative chromatography; Process Analytical Technology; Partial least squares regression; In-line monitoring; Variable pathlength spectroscopy; Selective protein quantification;

دانلود رایگان متن کامل مقاله ISI 27 صفحه سال انتشار : 2018 سفارش ترجمه

Effects of soil acidification on the toxicity of organophosphorus pesticide on Eisenia fetida and its mechanism

Keywords: رگرسیون حداقل مربعات جزئی; OPs; Organophosphorus pesticides; QSAR; Quantitative Structure Activity Relationship; PLS; partial least squares regression; AchE; acetylcholinesterase; SAs; sulfonamides; SOD; superoxide dismutase; CAT; catalase; POD; peroxidase; T0.5E; the apparent degr

دانلود رایگان متن کامل مقاله ISI 30 صفحه سال انتشار : 2018 سفارش ترجمه

Development of a partial least squares-artificial neural network (PLS-ANN) hybrid model for the prediction of consumer liking scores of ready-to-drink green tea beverages

Keywords: رگرسیون حداقل مربعات جزئی; Green tea; Regression; Partial least squares regression; Artificial neural network; Hybrid modelling; Genetic algorithm; Machine learning; Consumer liking;

دانلود رایگان متن کامل مقاله ISI 34 صفحه سال انتشار : 2018 سفارش ترجمه

Multivariate modeling for detecting adulteration of extra virgin olive oil with soybean oil using fluorescence and UV-Vis spectroscopies: A preliminary approach

Keywords: رگرسیون حداقل مربعات جزئی; Authenticity; Partial least squares regression; Multiple linear regression; Variable selection;

دانلود رایگان متن کامل مقاله ISI 7 صفحه سال انتشار : 2017 سفارش ترجمه

An enantioselective electrochemical sensor for simultaneous determination of mandelic acid enantiomers using dexamethasone-based chiral nanocomposite coupled with chemometrics method

Keywords: رگرسیون حداقل مربعات جزئی; Chiral recognition; Partial least squares regression; Genetic algorithm; Graphene;

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2017 سفارش ترجمه

Mapping moisture contents in grass carp (Ctenopharyngodon idella) slices under different freeze drying periods by Vis-NIR hyperspectral imaging

Keywords: رگرسیون حداقل مربعات جزئی; Imaging spectroscopy; Grass carp fillet; Partial least squares regression; Regression coefficient; Weighted value;

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2017 سفارش ترجمه

Effects of β-glucosidase on the aroma characteristics of flat peach juice as assessed by descriptive sensory analysis and gas chromatography and compared by partial least squares regression

Keywords: رگرسیون حداقل مربعات جزئی; Flat peach juice; β-Glucosidase; Descriptive sensory analysis; Gas chromatography-mass spectrometry; Partial least squares regression;

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2017 سفارش ترجمه

Evaluation of two methods to eliminate the effect of water from soil vis-NIR spectra for predictions of organic carbon

Keywords: رگرسیون حداقل مربعات جزئی; Soil spectroscopy; External parameter orthogonalisation; Direct standardization; Partial least squares regression; Soil moisture;

دانلود رایگان متن کامل مقاله ISI 10 صفحه سال انتشار : 2017 سفارش ترجمه

Fusion of airborne LiDAR data and hyperspectral imagery for aboveground and belowground forest biomass estimation

Keywords: رگرسیون حداقل مربعات جزئی; Airborne LiDAR; Aboveground biomass; Belowground biomass; Hyperspectral imagery; Fusion; Partial least squares regression;

دانلود رایگان متن کامل مقاله ISI 10 صفحه سال انتشار : 2017 سفارش ترجمه

Predictive ability of soil properties to spectral degradation from laboratory Vis-NIR spectroscopy data

Keywords: رگرسیون حداقل مربعات جزئی; Laboratory Vis-NIR spectroscopy; Soil properties; Physico-chemical features; Partial least squares regression; Spectral resolution;

دانلود رایگان متن کامل مقاله ISI 11 صفحه سال انتشار : 2017 سفارش ترجمه

Using PCA and PLS on publicly available data to predict the extractability of hydrocarbons from shales

Keywords: رگرسیون حداقل مربعات جزئی; Statistical analysis; Principal Component Analysis; Partial Least Squares Regression; Predictive modeling; Hydraulic fracturing for hydrocarbon recovery; Nanopores in shales;

دانلود رایگان متن کامل مقاله ISI 13 صفحه سال انتشار : 2017 سفارش ترجمه

Rapid monitoring 1-MCP-induced modulation of sugars accumulation in ripening 'Hayward' kiwifruit by Vis/NIR hyperspectral imaging

Keywords: رگرسیون حداقل مربعات جزئی; 1-MCP; 1-methylcyclopropene; ANN; artificial neural networks; HPLC; high performance liquid chromatography; HSI; hyperspectral imaging; K-S; Kennard/Stone; LS-SVM; least squares support vector machine; MLP; multilayer perceptron; MLR; multiple linear regr

دانلود رایگان متن کامل مقاله ISI 13 صفحه سال انتشار : 2017 سفارش ترجمه

Flavour of fermented fish, insect, game, and pea sauces: Garum revisited

Keywords: رگرسیون حداقل مربعات جزئی; AA; amino acid; AAS; atomic absorption spectroscopy; AMP; adenosine-5′-monophosphate (adenylate); ANOVA; analysis of variance; A-PLSR; ANOVA-partial least squares regression; GMP; guanosine-5′-monophosphate (guanylate); HPLC-MS; high-pressure liqu

دانلود رایگان متن کامل مقاله ISI 15 صفحه سال انتشار : 2017 سفارش ترجمه

Metamodeling and global sensitivity analysis for computer models with correlated inputs: A practical approach tested with a 3D light interception computer model

Keywords: رگرسیون حداقل مربعات جزئی; Agroecology; FlorSys; Correlated inputs; Metamodeling; Partial least squares regression; Polynomial chaos expansion; Sensitivity indices;

دانلود رایگان متن کامل مقاله ISI 17 صفحه سال انتشار : 2017 سفارش ترجمه

FT-NIRS coupled with chemometric methods as a rapid alternative tool for the detection & quantification of cow milk adulteration in camel milk samples

Keywords: رگرسیون حداقل مربعات جزئی; 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

دانلود رایگان متن کامل مقاله ISI 19 صفحه سال انتشار : 2017 سفارش ترجمه

A single MCR-ALS model for drug analysis in different formulations: Application on diazepam commercial preparations

Keywords: رگرسیون حداقل مربعات جزئی; Diazepam; Multivariate curve resolution; Partial least squares regression; UV spectrophotometry; Pharmaceutical analysis; HPLC;

دانلود رایگان متن کامل مقاله ISI 19 صفحه سال انتشار : 2017 سفارش ترجمه

A comparison of two adaptive multivariate analysis methods (PLSR and ANN) for winter wheat yield forecasting using Landsat-8 OLI images

Keywords: رگرسیون حداقل مربعات جزئی; Winter wheat; Yield forecast; Partial least squares regression; Artificial neural networks;

دانلود رایگان متن کامل مقاله ISI 28 صفحه سال انتشار : 2017 سفارش ترجمه

Linear guided autoencoder: Representation learning with linearity

Keywords: رگرسیون حداقل مربعات جزئی; Representation learning; Denoising autoencoders; Neural networks; Partial least squares regression; Linear model; Materials informatics;

دانلود رایگان متن کامل مقاله ISI 29 صفحه سال انتشار : 2017 سفارش ترجمه

Calibration sets selection strategy for the construction of robust PLS models for prediction of biodiesel/diesel blends physico-chemical properties using NIR spectroscopy

Keywords: رگرسیون حداقل مربعات جزئی; Near infrared spectroscopy; Partial least squares regression; Calibration sets selection; Robustness; Biodiesel/diesel blends;

دانلود رایگان متن کامل مقاله ISI 35 صفحه سال انتشار : 2017 سفارش ترجمه

Mid-infrared and near-infrared spectroscopy for rapid detection of Gardeniae Fructus by a liquid-liquid extraction process

Keywords: رگرسیون حداقل مربعات جزئی; Gardeniae Fructus; Near-infrared spectroscopy; Mid-infrared spectroscopy; Partial least squares regression; Multiblock methodology;

دانلود رایگان متن کامل مقاله ISI 38 صفحه سال انتشار : 2017 سفارش ترجمه

Identification of pork flavour precursors from enzyme-treated lard using Maillard model system assessed by GC-MS and partial least squares regression

Keywords: رگرسیون حداقل مربعات جزئی; Oleic acid (PubChem CID: 445639); Elaidic acid (PubChem CID: 637517); Heptadecenoic acid (PubChem CID: 5312435); Linoleic (PubChem CID: 5280450); Stearic (PubChem CID: 5281); Palmitoleic (PubChem CID: 445638); Lard; Enzyme-treated; Free fatty acid; Pork f

دانلود رایگان متن کامل مقاله ISI 49 صفحه سال انتشار : 2017 سفارش ترجمه

GIS-based prospectivity-mapping based on geochemical multivariate analysis technology: A case study of MVT Pb-Zn deposits in the Huanyuan-Fenghuang district, northwestern Hunan Province, China

Keywords: رگرسیون حداقل مربعات جزئی; Mineral potential maps; Partial least squares regression; Singularity mapping; Boost Weights-of-Evidence; Mineral systems;

دانلود رایگان متن کامل مقاله ISI 59 صفحه سال انتشار : 2017 سفارش ترجمه

High-throughput prediction of tablet weight and trimethoprim content of compound sulfamethoxazole tablets for controlling the uniformity of dosage units by NIR

Keywords: رگرسیون حداقل مربعات جزئی; Uniformity of dosage units; Compound sulfamethoxazole tablets; Tablet weight; Trimethoprim content; Near infrared spectroscopy; Partial least squares regression

دانلود رایگان متن کامل مقاله ISI 5 صفحه سال انتشار : 2016 سفارش ترجمه

Short communication: Selecting the most informative mid-infrared spectra wavenumbers to improve the accuracy of prediction models for detailed milk protein content

Keywords: رگرسیون حداقل مربعات جزئی; Fourier transform infrared spectroscopy; milk protein fraction; uninformative variable elimination; partial least squares regression;

دانلود رایگان متن کامل مقاله ISI 6 صفحه سال انتشار : 2016 سفارش ترجمه

Pork biogenic amine index (BAI) determination based on chemometric analysis of hyperspectral imaging data

Keywords: رگرسیون حداقل مربعات جزئی; Hyperspectral imaging; Biogenic amines; Partial least squares regression; Multiple linear regression; Successive projections algorithm

دانلود رایگان متن کامل مقاله ISI 7 صفحه سال انتشار : 2016 سفارش ترجمه

Integration of spectral and textural data for enhancing hyperspectral prediction of K value in pork meat

Keywords: رگرسیون حداقل مربعات جزئی; Pork K value; Successive projections algorithm; Gray level co-occurrence matrix; Data fusion; Partial least squares regression

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2016 سفارش ترجمه

Rapid assessment of bioactive phenolics and methylxanthines in spent coffee grounds by FT-NIR spectroscopy

Keywords: رگرسیون حداقل مربعات جزئی; Spent coffee grounds; Phenolic compounds; Methylxanthines; Near-infrared spectroscopy; Caffeine; Chlorogenic acid; Partial least squares regression; Chemometrics

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2016 سفارش ترجمه

Quantification winter wheat LAI with HJ-1CCD image features over multiple growing seasons

Keywords: رگرسیون حداقل مربعات جزئی; LAI; HJ-1CCD image; Remote sensing feature; Winter wheat; Partial least squares regression;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2016 سفارش ترجمه

Prediction of HVO content in HVO/diesel blends using FTIR and chemometric methods

Keywords: رگرسیون حداقل مربعات جزئی; Hydrotreated vegetable oil; FTIR spectroscopy; Multivariate calibration; Partial least squares regression; Principal component regression

دانلود رایگان متن کامل مقاله ISI 10 صفحه سال انتشار : 2016 سفارش ترجمه

Quality evaluation of intact açaí and juçara fruit by means of near infrared spectroscopy

Keywords: رگرسیون حداقل مربعات جزئی; Anthocyanin; Euterpe oleracea Mart; Euterpe edulis Mart; Classification; Partial least squares regression; Soluble solids content

دانلود رایگان متن کامل مقاله ISI 11 صفحه سال انتشار : 2016 سفارش ترجمه

Semi-blind source separation for the estimation of the clay content over semi-vegetated areas using VNIR/SWIR hyperspectral airborne data

Keywords: رگرسیون حداقل مربعات جزئی; Blind source separation; Non-negative matrix factorization; Partial least squares regression; Clay content; Semi-vegetated pixels; Hyperspectral imaging; Spectroscopy;

دانلود رایگان متن کامل مقاله ISI 13 صفحه سال انتشار : 2016 سفارش ترجمه

Relating stream function and land cover in the Middle Pee Dee River Basin, SC

Keywords: رگرسیون حداقل مربعات جزئی; Flashiness; Stream habitat; Flow indices; Land cover analysis; Wetlands; Coastal plain; Bed material; Partial least squares regression; Pee Dee River; South Carolina

دانلود رایگان متن کامل مقاله ISI 15 صفحه سال انتشار : 2016 سفارش ترجمه

Linking seasonal foliar traits to VSWIR-TIR spectroscopy across California ecosystems

Keywords: رگرسیون حداقل مربعات جزئی; Leaf traits; Visible Shortwave Infrared (VSWIR); Thermal Infrared (TIR); HyspIRI; AVIRIS; HyTES; Spectroscopy; Partial least squares regression;

دانلود رایگان متن کامل مقاله ISI 17 صفحه سال انتشار : 2016 سفارش ترجمه

Predicting the anthocyanin content of wine grapes by NIR hyperspectral imaging

Keywords: رگرسیون حداقل مربعات جزئی; Wine grapes; Anthocyanins; Near-infrared hyperspectral imaging; Partial least squares regression; Support vector regression;

دانلود رایگان متن کامل مقاله ISI 6 صفحه سال انتشار : 2015 سفارش ترجمه

VIS-NIR spectroscopy as a process analytical technology for compositional characterization of film biopolymers and correlation with their mechanical properties

Keywords: رگرسیون حداقل مربعات جزئی; Biopolymer; Near-infrared spectroscopy; Chemometrics; Multivariate analyses; Partial least squares regression;

دانلود رایگان متن کامل مقاله ISI 6 صفحه سال انتشار : 2015 سفارش ترجمه

Fast and accurate PLS-based classification of EEG sleep using single channel data

Keywords: رگرسیون حداقل مربعات جزئی; Partial least squares regression; Auto-regressive model; Electroencephalograph; k-Nearest neighborhood; Bayes; Linear discriminant classifier;

دانلود رایگان متن کامل مقاله ISI 6 صفحه سال انتشار : 2015 سفارش ترجمه

Determination of total phenolic compounds in yerba mate (Ilex paraguariensis) combining near infrared spectroscopy (NIR) and multivariate analysis

Keywords: رگرسیون حداقل مربعات جزئی; Yerba mate; Phenolic compounds; Near infrared spectroscopy; Principal component analysis; Partial least squares regression;

دانلود رایگان متن کامل مقاله ISI 7 صفحه سال انتشار : 2015 سفارش ترجمه

Mechanistic QSAR models for interpreting degradation rates of sulfonamides in UV-photocatalysis systems

Keywords: رگرسیون حداقل مربعات جزئی; SAs; sulfonamides; ACF; activated carbon fiber; Kapp; apparent degradation rate constant; QSAR; Quantitative Structure Activity Relationship; PLS; partial least squares regression; Photocatalysis process; Mechanistic model; Degradation mechanism; Sulfonam

دانلود رایگان متن کامل مقاله ISI 7 صفحه سال انتشار : 2015 سفارش ترجمه

Development of a NIR-based blend uniformity method for a drug product containing multiple structurally similar actives by using the quality by design principles

Keywords: رگرسیون حداقل مربعات جزئی; Near infrared spectroscopy; Process analytical technology; Quality by design; Blend uniformity; Principal component analysis; Partial least squares regression

دانلود رایگان متن کامل مقاله ISI 7 صفحه سال انتشار : 2015 سفارش ترجمه