دانلود مقالات ISI درباره PLS، حداقل مربعات جزئی + ترجمه فارسی

امکان تجزیه و تحلیل هسته های ذرت آسیب دیده و غیر قابل تحمل بر اساس طیف سنجی نزدیک به مادون قرمز و شیمی درمانی

Feasibility of analyzing frost-damaged and non-viable maize kernels based on near infrared spectroscopy and chemometrics

Keywords: PLS، حداقل مربعات جزئی; Seed damage; Viability; Near infrared spectroscopy; DiscriminationNIR, near infrared; NIRS, near infrared spectroscopy; PCA, principal component analysis; PLS, partial least squares; OLDA, orthogonal linear discriminant analysis; SVM, support vector machi

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

مقایسه طیف سنجی مادون قرمز و گرانولومتری لیزر به عنوان روش جایگزین برای ارزیابی پایداری خاک در مناطق مدیترانه ای

Comparison of infrared spectroscopy and laser granulometry as alternative methods to estimate soil aggregate stability in Mediterranean badlands

Keywords: PLS، حداقل مربعات جزئی; MWD, mean weight diameter; SOC, soil organic carbon; NIR, near infrared; MIR, mid infrared; DR, diffuse reflectance; ATR, Attenuated total reflectance; PLS, partial least squares; RPD, ratio of performance to deviation; RMSECV, root mean square error of c

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

استراتژی یادگیری فعال ساختن مدل ترکیبی در عملیات تکراری فرایندهای تصفیه غشا: با استفاده از مخلوطی از رسوبی بنتونیت و آلژینات سدیم

Active learning assisted strategy of constructing hybrid models in repetitive operations of membrane filtration processes: Using case of mixture of bentonite clay and sodium alginate

Keywords: PLS، حداقل مربعات جزئی; GPRM, Gaussian process regression model; NN, neural networks; PLS, partial least squares; PVDF, polyvinylidene fluoride; TMP, transmembrane pressureActive modeling; Gaussian process regression model; Hybrid model; Membrane filtration processes; Transmembr

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

بررسی موضعی جذب آب توسط بذر، اندوسپرم و پوسته جو با استفاده از طیف سنجی مادون قرمز

In situ study of water uptake by the seeds, endosperm and husk of barley using infrared spectroscopy

Keywords: PLS، حداقل مربعات جزئی; ATR, attenuated total reflectance; MIR, mid infrared; NMR, nuclear magnetic resonance; NIR, near infrared; PC, principal component; PCA, principal component analysis; PLS, partial least squares; PRESS, prediction residual error sum of squares; R2, coeffic

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

نظارت بر خط با استفاده از تکنیک شیمی مادون قرمز برای تولید اتانول بالقوه از اکالیپتوس گلوبوس

Line monitoring by near-infrared chemometric technique for potential ethanol production from hydrothermally treated Eucalyptus globulus

Keywords: PLS، حداقل مربعات جزئی; NIR, near-infrared; MSC, multiplicative scatter correction; FPA, filter paper activity; DNS, dinitrosalicylic acid; TGS, triglycine sulfate; PLS, partial least squares; RMSEP, root-mean-square error of prediction; RPD, ratio of performance to deviation; R

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2015 سفارش ترجمه

پیش بینی خواص پذیری قرص های خوراکی توسط یک سیستم پیچیده الکترونیکی

The prediction of the palatability of orally disintegrating tablets by an electronic gustatory system

Keywords: PLS، حداقل مربعات جزئی; ODT, orally disintegrating tablet; VAS, visual analog scale; PLS, partial least squares; QOL, quality of life; RDGs, rapid disintegration granules; ChemFET, chemical field effect transistor; ICH, International Conference on Harmonization; SD, standard dev

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2015 سفارش ترجمه

تبدیل مادون قرمز فوریه برای تشخیص نوری غیرخطی از سرطان دهان، رحم و گلودرد

Fourier transform infrared for noninvasive optical diagnosis of oral, oropharyngeal, and laryngeal cancer

Keywords: PLS، حداقل مربعات جزئی; FTIR, fourier transform infrared; IR, infrared; PLS, partial least squares; RR, relative risk; SCC, squamous cell carcinoma; SD, standard deviation; SlimPLS, PLS method; UK, United Kingdom

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2014 سفارش ترجمه

توسعه حسگر نرم افزاری مبتنی بر داده براساس روش یادگیری عمیق است

Data-driven soft sensor development based on deep learning technique

Keywords: PLS، حداقل مربعات جزئی; PCA, principal component analysis; PLS, partial least squares; SVM, support vector machine; ANN, artificial neural network; MLP, multi-layer perceptron; RBFN, radial basis function network; RBM, restricted Boltzmann machine; DBN, deep belief network; CDU,

دانلود رایگان متن کامل مقاله ISI 11 صفحه سال انتشار : 2014 سفارش ترجمه

رطوبت و کنترل حالت جامدات دارویی در طول فرایند خشک کردن مداوم با استفاده از مدل های تجربی و توازن جمعی

Moisture and drug solid-state monitoring during a continuous drying process using empirical and mass balance models

Keywords: PLS، حداقل مربعات جزئی; API, Active Pharmaceutical Ingredient; DoE, Design of Experiments; KF, Karl Fischer; NCO, Non-contact optic; NIR, Near Infrared; PAT, Process Analytical Technology; PC, Principal Component; PCA, Principal Component Analysis; PLS, Partial Least Squares; PV

دانلود رایگان متن کامل مقاله ISI 13 صفحه سال انتشار : 2014 سفارش ترجمه

طیف سنجی VisNIR با نصب دستگاه نفوذ سنج : استفاده از EPO-PLS برای طیف سنجی VisNIR در محل

Penetrometer-mounted VisNIR spectroscopy: Application of EPO-PLS to in situ VisNIR spectra

Keywords: PLS، حداقل مربعات جزئی; EPO, External parameter orthogonalization; PLS, Partial least squares; VisNIR, Visible, near infrared spectroscopy; RMSE, Root mean squared errorProximal sensing; In situ VisNIR; External parameter orthogonalization; Partial least squares; Clay content

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

Quantifying biochemical quality parameters in carrots (Daucus carota L.) – FT-Raman spectroscopy as efficient tool for rapid metabolite profiling

Keywords: PLS، حداقل مربعات جزئی; FaDOH, falcarindiol; FaDOH-Ac, 3-O-acetylfalcarindiol; PCA, principal component analysis; FT, Fourier-transform; PLS, partial least squares; DM, dry matter; RMSEP, root mean square error of prediction; RPD, ratio of performance to deviation; LV, latent va

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

Exploiting ChEMBL database to identify indole analogs as HCV replication inhibitors

Keywords: PLS، حداقل مربعات جزئی; HCV, hepatitis C virus; 3D-QSAR, three-dimensional quantitative structure–activity relationship; CoMSIA, comparative molecular similarity indices analysis; PLS, partial least squares; LOO, leave-one-out; SPRESS, standard error of predictions; ONC, optimal

دانلود رایگان متن کامل مقاله ISI 10 صفحه سال انتشار : 2015 سفارش ترجمه

Towards a real time release approach for manufacturing tablets using NIR spectroscopy

Keywords: PLS، حداقل مربعات جزئی; NIRS, near-infrared spectroscopy; API, active pharmaceutical ingredient; PLS, partial least squares; RMSEC, root mean squared error of calibration; RMSEP, root mean squared error of prediction; KNN, K-nearest-neighbours; PAT, process analytical technology

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2014 سفارش ترجمه

Muscle oxygenation measurement in humans by noninvasive optical spectroscopy and Locally Weighted Regression

Keywords: PLS، حداقل مربعات جزئی; Mox, muscle oxygenation; NIR, near infrared; NIRS, near-infrared spectroscopy; LWR, Locally Weighted Regression; MCR, Multivariate Curve Resolution; PLS, Partial Least Squares; Aobs, total absorbance summed across all wavelengths; B, effective path length

دانلود رایگان متن کامل مقاله ISI 7 صفحه سال انتشار : 2013 سفارش ترجمه

Non-dioxin-like PCBs inhibit [3H]WIN-35,428 binding to the dopamine transporter: A structure–activity relationship study

Keywords: PLS، حداقل مربعات جزئی; DAT, dopamine transporter; DL-PCB, dioxin-like PCB; NDL-PCB, non-dioxin-like PCB; PCA, principal component analysis; PCB, polychlorinated biphenyl; PKC, protein kinase C; PLS, partial least squares; QSAR, quantitative structure–activity relationship; SAR,

دانلود رایگان متن کامل مقاله ISI 7 صفحه سال انتشار : 2013 سفارش ترجمه

Comparative metabolic profiling of pigmented rice (Oryza sativa L.) cultivars reveals primary metabolites are correlated with secondary metabolites

Keywords: PLS، حداقل مربعات جزئی; Rice; Food quality; Metabolomics; Primary metabolites; Secondary metabolitesGC-TOFMS, gas-chromatography coupled with time-of-flight mass spectrometry; HCA, hierarchical clustering analysis; PCA, principal component analysis; PLS, partial least squares

دانلود رایگان متن کامل مقاله ISI 7 صفحه سال انتشار : 2013 سفارش ترجمه

Winter survival of winter rapeseed and winter turnip rapeseed in field trials, as explained by PPLS regression

Keywords: PLS، حداقل مربعات جزئی; PPLS, powered partial least squares; PCA, principle component analysis; PLS, partial least squares; P-AL, plant available phosphorus; K-AL, plant available potassium; MLR, multiple linear regression; PAR, photosynthetically active radiationWinter survival

دانلود رایگان متن کامل مقاله ISI 10 صفحه سال انتشار : 2013 سفارش ترجمه

Measuring volume and density of a barley grain using ellipsoid approximation from a 2-D digital image

Keywords: PLS، حداقل مربعات جزئی; Digital image analysis; Grain volume; Ellipsoid approximation; Grain density; Distribution2-D, two-dimensional; PLS, Partial Least Squares; MLR, Multiple Linear Regression; SKCS, Single Kernel Characterisation System; CIV, Cervitec Image Viewer

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2012 سفارش ترجمه

Prediction of biomass gross calorific values using visible and near infrared spectroscopy

Keywords: PLS، حداقل مربعات جزئی; Gross calorific value; Spectroscopy; Bioenergy crops; Biomass; Non-destructive sensingVis, visible spectrum; NIR, near infrared; SRCW, short rotational coppice willow; PLS, partial least squares; RMSECV, root mean square error of cross-validation; MC, moi

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2012 سفارش ترجمه

Evaluation of important fatty acid ratios in poultry feed lipids by ATR FTIR spectroscopy

Keywords: PLS، حداقل مربعات جزئی; FTIR, Fourier-transform infrared; SB-ATR, single bounce-attenuated total reflectance; PLS, partial least squares; PUFA, polyunsaturated fatty acids; GC, gas chromatography; MS, mass spectrometry; RMSEC, root mean square error of calibration; RMSECV, root

دانلود رایگان متن کامل مقاله ISI 5 صفحه سال انتشار : 2011 سفارش ترجمه

A quality control method for geranium oil based on vibrational spectroscopy and chemometric data analysis

Keywords: PLS، حداقل مربعات جزئی; GC–MS–FID, gas chromatography–mass spectrometry–flame ionization detection; TIC, total ion chromatogram; MIRS, mid infrared spectroscopy; NIRS, near infrared spectroscopy; PLS, partial least squares; PCA, principal component analysis; MSC, multiplicative

دانلود رایگان متن کامل مقاله ISI 6 صفحه سال انتشار : 2011 سفارش ترجمه

Antioxidants and shelf life of whole wheat bread

Keywords: PLS، حداقل مربعات جزئی; Whole wheat bread; Storage; AntioxidantsANOVA, Analysis of variance; DM, Dry matter; GC–MS, Gas chromatography mass spectroscopy; ORAC, Oxygen radical absorbance capacity; PC, Principal component; PLS, Partial least squares; POV, Peroxide value; TEAC, Tro

دانلود رایگان متن کامل مقاله ISI 7 صفحه سال انتشار : 2011 سفارش ترجمه

Molecular factors governing inhibition of arylimidamides against Leishmania: Conservative computational modeling to improve chemotherapies

Keywords: PLS، حداقل مربعات جزئی; CoMFA, comparative molecular field analysis; CoMSIA, comparative molecular similarity indices analysis; QSAR, quantitative structure–activity relationship; PLS, partial least squares; SEE, standard error of estimate; CPDD, consortium for parasitic drug de

دانلود رایگان متن کامل مقاله ISI 10 صفحه سال انتشار : 2011 سفارش ترجمه

Potential role of metabolomics apporoaches in the area of traditional Chinese medicine: As pillars of the bridge between Chinese and Western medicine

Keywords: PLS، حداقل مربعات جزئی; TCM, traditional Chinese medicine; WM, Western medicine; CMS, Chinese medicine syndromes; CMF, Chinese medical formulae; NMR, proton nuclear magnetic resonance; MS, mass spectroscopy; PCA, principal component analysis; PLS, partial least squares; MGS, Mor

دانلود رایگان متن کامل مقاله ISI 10 صفحه سال انتشار : 2011 سفارش ترجمه

Multivariate regression modeling for monitoring quality of injection moulding components using cavity sensor technology: Application to the manufacturing of pharmaceutical device components

Keywords: PLS، حداقل مربعات جزئی; CST, cavity sensor technology; ABS, acrylonitrile butadiene styrene; DOE, design of experiments; PLS, partial least squares; OOS, out of specifications; ICH, International Conference on Harmonisation of Technical Requirements for Registration of Pharmaceu

دانلود رایگان متن کامل مقاله ISI 14 صفحه سال انتشار : 2011 سفارش ترجمه

Multivariate SAR/QSAR of 3-aryl-4-hydroxyquinolin-2(1H)-one derivatives as type I fatty acid synthase (FAS) inhibitors

Keywords: PLS، حداقل مربعات جزئی; QSAR; 3-aryl-4-hydroxyquinolin-2(1H)-one; FAS; PCA; PLS; OPSFAS, fatty acid synthase; PCA, Principal Component Analysis; PLS, Partial Least Squares; OPS, ordered predictors selection; QSAR, quantitative structure–activity relationships; AM1, Austin Model

دانلود رایگان متن کامل مقاله ISI 10 صفحه سال انتشار : 2010 سفارش ترجمه

A metabonomic approach for mechanistic exploration of pre-clinical toxicology

Keywords: PLS، حداقل مربعات جزئی; STOCSY, statistical total correlation spectroscopy; HET-STOCSY, heteronuclear-STOCSY; PLS, partial least squares; O-PLS-DA, orthogonal-projection on latent structures discriminant analysis; UPLC–MS, ultra-performance liquid chromatography–mass spectrometr

دانلود رایگان متن کامل مقاله ISI 15 صفحه سال انتشار : 2010 سفارش ترجمه

A tentative quantitative structure–toxicity relationship study of benzodiazepine drugs

Keywords: PLS، حداقل مربعات جزئی; QSTR, quantitative structure–toxicity relationships; MLR, multiple linear regression; ANNs, artificial neural networks; SVMs, support vector machines; PLS, partial least squares; QSAR, quantitative structure–activity relationships; GABA, γ-aminobutyric ac

دانلود رایگان متن کامل مقاله ISI 17 صفحه سال انتشار : 2010 سفارش ترجمه

Application of near-infrared reflectance spectroscopy to evaluate the lutein and β-carotene in Chinese kale

Keywords: PLS، حداقل مربعات جزئی; Bias, difference of means; HPLC, high-performance liquid chromatography; MPLS, modified partial least squares; NIRS, near-infrared reflectance spectroscopy; PCR, principal component regression; PLS, partial least squares; RPD, ratio of the standard deviat

دانلود رایگان متن کامل مقاله ISI 6 صفحه سال انتشار : 2009 سفارش ترجمه

GRIND-based 3D-QSAR and CoMFA to investigate topics dominated by hydrophobic interactions: The case of hERG K+ channel blockers

Keywords: PLS، حداقل مربعات جزئی; 3D-QSAR; ALMOND; hERG; GRIND; Molecular modellingCoMFA, comparative molecular field analysis; GRIND, grid independent descriptors; hERG, human ether-à-go-go related gene; LV, latent variable; MIF, molecular interaction fields; PLS, partial least squares;

دانلود رایگان متن کامل مقاله ISI 7 صفحه سال انتشار : 2009 سفارش ترجمه

Rapid estimation of lycopene concentration in watermelon and tomato puree by fiber optic visible reflectance spectroscopy

Keywords: PLS، حداقل مربعات جزئی; AA, apparent absorbance; AAλ, apparent absorbance at wavelength λ; AAI, apparent absorbance index; LS, least squares; NAA, normalized apparent absorbance; NAAI, normalized apparent absorbance index; nm, nanometer; PLS, partial least squares; S.D., standar

دانلود رایگان متن کامل مقاله ISI 7 صفحه سال انتشار : 2009 سفارش ترجمه

Dehydration of water/dichloromethane/n-butanol mixtures by pervaporation; optimisation and modelling by response surface methodology

Keywords: PLS، حداقل مربعات جزئی; VOCs, volatile organic compounds; DCM, dichloromethane; PV, pervaporation; PVA, poly(vinyl alcohol); RSM, response surface methodology; PLS, partial least squares; ANOVA, analysis of variancePervaporation; Hydrophilic membrane; Response surface methodolog

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2009 سفارش ترجمه

Rapid assessment of neoformed compounds in nuts and sesame seeds by front-face fluorescence

Keywords: PLS، حداقل مربعات جزئی; CML, carboxymethyllysine; EEM, excitation emission matrix; FA, fatty acids; MLR, multiple linear regression; NFC, neoformed compounds; PARAFAC, parallel factor; pAV, p-anisidine value; PLS, partial least squares; RMSEC, root mean square error of calibrati

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2009 سفارش ترجمه

Identification of novel candidate protein biomarkers for the post-polio syndrome — Implications for diagnosis, neurodegeneration and neuroinflammation

Keywords: PLS، حداقل مربعات جزئی; PPS, Post-polio syndrome; CSF, cerebrospinal fluid; SPMS, secondary progressive multiple sclerosis; HC, healthy controls; OND, other neurological disease; PLS, Partial Least Squares; VIP, Variable Importance in the Projection; PAM, peptidylglycine alpha-a

دانلود رایگان متن کامل مقاله ISI 12 صفحه سال انتشار : 2009 سفارش ترجمه

GRIND-based 3D-QSAR to predict inhibitory activity for similar enzymes, OSC and SHC

Keywords: PLS، حداقل مربعات جزئی; GRIND; SHC; OSC; ALMONDGRIND, Grid-INdependent Descriptors; LV, latent variable; MIF, molecular interaction field; OSC, oxidosqualene cyclase; PLS, partial least squares; SHC, squalenehopene cyclase; VIP, Variable Importance in the Projection

دانلود رایگان متن کامل مقاله ISI 7 صفحه سال انتشار : 2008 سفارش ترجمه

Detecting and quantifying meat meal or meat and bone meal contamination in fishmeal by visible and near infrared reflectance spectra

Keywords: PLS، حداقل مربعات جزئی; BSE, bovine spongiform encephalopathy; MBM, meat and bone meal; MMBM, meat meal or meat and bone meal; MPLS, modified partial least squares; NIRS, near infrared reflectance spectroscopy; PLS, partial least squares; R2, coefficient of multi-determination i

دانلود رایگان متن کامل مقاله ISI 11 صفحه سال انتشار : 2008 سفارش ترجمه

Exploring molecular shape analysis of styrylquinoline derivatives as HIV-1 integrase inhibitors

Keywords: PLS، حداقل مربعات جزئی; QSAR; MSA; Styrylquinoline; Anti-HIV; Integrase; Inhibitory activity; GFA; G/PLS; FAQSAR, Quantitative structure–activity relationships; GFA, Genetic function approximation; PLS, Partial least squares; FA, Factor analysis; G/PLS, Genetic partial least squ

دانلود رایگان متن کامل مقاله ISI 12 صفحه سال انتشار : 2008 سفارش ترجمه

Recognition of 2-aminothiazole-4-acetic acid derivatives by the peptide transporters PEPT1 and PEPT2

Keywords: PLS، حداقل مربعات جزئی; ATAA, 2-aminothiazole-4-acetic acid; Su, succinimide; TFA, trifluoroacetic acid; PLS, partial least squares; CoMSIA, comparative molecular similarity indices analysis; EDC, 1-ethyl-3-(3-dimethylaminopropyl)carbodiimidePEPT1; PEPT2; Peptide mimics; Drug de

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2007 سفارش ترجمه

Improved quantitative structure–activity relationship models to predict antioxidant activity of flavonoids in chemical, enzymatic, and cellular systems

Keywords: PLS، حداقل مربعات جزئی; QSAR, quantitative structure–activity relationship; SAR, structure–activity relationship; ROS, reactive oxygen species; PC&S descriptors, physicochemical and structural descriptors; FP method, frontal polygon method; PLS, partial least squares; OS, optima

دانلود رایگان متن کامل مقاله ISI 22 صفحه سال انتشار : 2007 سفارش ترجمه

Ridge estimated orthogonal signal correction for data preprocessing prior to PLS modeling: QSAR studies of cyclooxygenase-2 inhibitors

Keywords: PLS، حداقل مربعات جزئی; OSC, Orthogonal signal correction; QSAR, Quantitative structure-activity relationships; PLS, Partial least squares

دانلود رایگان متن کامل مقاله ISI 6 صفحه سال انتشار : 2006 سفارش ترجمه

Salicylate modulates oxidative stress in the rat colon: A proteomic approach

Keywords: PLS، حداقل مربعات جزئی; CRC, colorectal cancer; cyGpx, cytosolic glutathione peroxidase; IBD, inflammatory bowel disease; NSAIDs non-steroidal anti-inflammatory drugs; PCA, principal component analysis; PDI, protein disulphide isomerase; PLS, partial least squares; ROS, reactive

دانلود رایگان متن کامل مقاله ISI 13 صفحه سال انتشار : 2006 سفارش ترجمه

Classification and comparison of ligand-binding sites derived from grid-mapped knowledge-based potentials

Keywords: PLS، حداقل مربعات جزئی; AR, androgen receptor; LBD, ligand-binding domain; NR, nuclear receptor; PCA, principal component analysis; PLS, partial least squares; PPAR, peroxisome proliferator-activated receptor; PR, progesterone receptor; RMSD, root mean square deviationMolecular

دانلود رایگان متن کامل مقاله ISI 13 صفحه سال انتشار : 2006 سفارش ترجمه