搜索页_ Partial least squares regression (PLS)

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在“Elsevier电子期刊”中，命中：1,885条，耗时：0.0479736 秒

在所有数据库中总计命中：4,902条

1.Qualitative and quantitative detection of honey adulterated with high-fructose corn syrup and maltose syrup by using near-infrared spectroscopy

作者：Shuifang Li^a ; Xin Zhang^b ; Yang Shan^c ; ^{Sy6302@126.com" class="auth_mail" title="E-mail the corresponding author} ; Donglin Su^c ; Qiang Ma^a ; Ruizhi Wen^a ; Jiaojuan Li^a

关键词：Honey adulteration ; Near-infrared spectroscopy ; Competitive adaptive reweighted sampling (CARS) ; Partial least squares linear discriminant analysis (PLS-LDA) ; Partial least squares regression (PLSR)

刊名：Food Chemistry

出版年：2017

2.Comparing the analytical performances of Micro-NIR and FT-NIR spectrometers in the evaluation of acerola fruit quality, using PLS and SVM regression algorithms

作者：Cristina Malegori^a ; ^{cristina.malegori@unimi.it} ; ^{cristina.malegori@gmail.com} ; Emanuel José ; Nascimento Marques^b ; Sergio Tonetto de Freitas^c ; Maria Fernanda Pimentel^d ; Celio Pasquini^e ; Ernestina Casiraghi^a

关键词：Acerola ; Malpighia emarginata DC. ; MicroNIR ; Partial Least Squares (PLS) ; Support Vector Machines (SVM) ; Passing-Bablok regression

刊名：Talanta

出版年：2017

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

作者：Pengfei Chen^a ; ^c ; ^{pengfeichen-001@hotmail.com} ; Qi Jing^b

关键词：Winter wheat ; Yield forecast ; Partial least squares regression ; Artificial neural networks

刊名：Advances in Space Research

出版年：2017

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

作者：Weihong Hu^a ; ^b ; Da-Wen Sun^a ; ^b ; ^c ; ¹ ; ^{dawen.sun@ucd.ie} ; Jose Blasco^d

关键词：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 regression ; PLSR ; partial least squares regression ; PLS-RC ; partial least squares regression coefficients ; RBF ; radial basis function ; RMSE ; root-mean-square errors ; ROI ; region of interest ; R2 ; coefficient of determination ; SPA ; successive projecti

刊名：Postharvest Biology and Technology

出版年：2017

5.Diversity selection, screening and quantitative structure-activity relationships of osmolyte-like additive effects on the thermal stability of a monoclonal antibody

作者：Olubukayo-Opeyemi Oyetayo^a ; ^{oyetayophdhbc@gmail.com} ; Oscar Mé ; ndez-Lucio^b ; Andreas Bender^b ; Hans Kiefer^a

关键词：mAb ; Monoclonal antibody ; MOE ; Molecular Operating Environment ; MDS ; Multi-dimensional scaling ; QSAR ; Quantitative structure&ndash ; activity relationship ; DSC ; Differential scanning calorimetry ; DSF ; Differential scanning fluorimetry ; DMSO ; Dimethyl sulfoxide ; NaOH ; Sodium hydroxide ; HCl ; Hydrochloric acid ; LOO-CV ; Leave-one-out cross-validation ; PCA ; Principal components analysis ; PLS ; Partial least squares ; TMAO ; Trimethylamine N-oxide ; Tm ; Melting temperature ; TS potency ; Thermal stabilization

刊名：European Journal of Pharmaceutical Sciences

出版年：2017

6.Dispersive Raman Spectroscopy for Quantifying Amorphous Drug Content in Intact Tablets

作者：Busolo Wa Wabuyele¹ ; ^{busolo.wabuyele@merck.com} ; Sutthilug Sotthivirat² ; George X. Zhou¹ ; Jason Ash³ ; Sundeep S. Dhareshwar⁴

关键词：process-induced amorphization ; amorphous quantification ; dispersive Raman spectroscopy ; chemometrics ; multivariate analysis ; partial least squares ; solid-state NMR

刊名：Journal of Pharmaceutical Sciences

出版年：2017

7.Indirect quantitative structure-retention relationship for steroid identification: A chemometric challenge at “Chimiométrie 2016”

作者：Giuseppe Marco Randazzo^a ; ^b ; Evelyne Vigneau^c ; Philippe Courcoux^c ; Corentin Harrouet^d ; Yves Lijour^d ; Pierre Dardenne^e ; Julien Boccard^a ; ^b ; Serge Rudaz^a ; ^b ; ^{serge.rudaz@unige.ch}

关键词：log kW ; LSS log kW parameter ; S ; LSS S parameter ; tR ; Retention time ; PCA ; Principal component analysis ; MLR ; Multiple linear regression ; PLS ; Partial least squares ; RF ; Random forest ; SVR ; Support vector regression ; ANN ; Artificial neural network ; RMSEC ; Root mean square error of calibration

刊名：Chemometrics and Intelligent Laboratory Systems

出版年：2017

8.At-line determination of pharmaceuticals small molecule's blending end point using chemometric modeling combined with Fourier transform near infrared spectroscopy

作者：Jagdish Tewari ; ^{jagdish.tewari@biogen.com} ; Richard Strong ; Pierre Boulas

关键词：Blend uniformity ; Chemometric ; FT-NIR ; Partial least squares (PLS1 ; PLS2) ; Principal component regression (PCR) ; Artificial neural network (ANN) ; Figures of merit

刊名：Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy

出版年：2017

9.Critical climate periods for grassland productivity on China’s Loess Plateau

作者：Liang Guo^a ; Jimin Cheng^a ; ^{gyzcjm@ms.iswc.ac.cn} ; Eike Luedeling^b ; ^c ; Sally E. Koerner^d ; Jin-Sheng He^e ; Jianchu Xu^f ; ^g ; Chengcheng Gang^a ; Wei Li^a ; Ruimin Luo^h ; Changhui Peng^a ; ⁱ ; ^{peng.changhui@uqam.ca}

关键词：Aboveground net primary productivity (ANPP) ; Partial least squares regression (PLS) ; Precipitation ; Temperate grassland ; Temperature ; Timing of climate variability

刊名：Agricultural and Forest Meteorology

出版年：2017

10.Rapid assessment of regional soil arsenic pollution risk via diffuse reflectance spectroscopy

作者：Somsubhra Chakraborty^a ; David C. Weindorf^b ; ^{david.weindorf@ttu.edu} ; Shovik Deb^c ; Bin Li^d ; Sathi Paul^e ; Ashok Choudhury^c ; Deb Prasad Ray^f

关键词：DRS ; diffuse reflectance spectroscopy ; RPD ; residual prediction deviation ; VisNIR ; visible near infrared ; PLS ; partial least squares ; PCR ; principle component regression ; RF ; random forest ; MSW ; municipal solid waste ; LOI ; loss on ignition ; LASSO ; least absolute shrinkage and selection operator ; ENET ; elastic net ; RMSE ; root mean squared error ; RPIQ ; ratio of performance to inter-quartile distance ; 1D ; first derivative ; 2D ; second derivative ; OSC ; orthogonal signal correction

刊名：Geoderma

出版年：2017

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