Keywords: انتخاب متغیر; primary, 62G05; secondary, 62G20Delete-one-component method; Goodness-of-fit test; Penalized estimating equations (PEE); Single-index models; Varying coefficient models; Variable selection
مقالات ISI انتخاب متغیر (ترجمه نشده)
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Keywords: انتخاب متغیر; 62G08; 62G20Semiparametric varying coefficient partially linear models; Variable selection; Longitudinal data; Quadratic inference functions
Keywords: انتخاب متغیر; 62F05; 62P10Feature ranking; Variable selection; Interaction term; Model-free
Keywords: انتخاب متغیر; Variable selection; Conditional mutual information; Discrete data; Parallel algorithm;
Keywords: انتخاب متغیر; Model-based clustering; High-dimensional data; Dimension reduction; Regularization; Parsimonious models; Subspace clustering; Variable selection; Software; R package;
Keywords: انتخاب متغیر; 68T05; 42B10; Elastic net; Grouping effect; Approximation error; Variable selection; Reproducing kernel Hilbert space;
Keywords: انتخاب متغیر; MALDI-TOF MS; matrix assisted laser desorption/ionization time-of-flight mass spectrometry; MS; mass spectrometry; CARS; competitive adaptive reweighted sampling; PLS-LDA; partial least-squares-linear discriminate analysis; MB-WCX; weak cation exchang
Keywords: انتخاب متغیر; FT-MIR spectroscopy; Variable selection; Stepwise orthogonalisation; Multivariate calibration; Extra virgin olive oil; Peroxide value;
Keywords: انتخاب متغیر; Adaptive LASSO; Additive rate model; SCAD; Recurrent event data; Variable selection;
Keywords: انتخاب متغیر; coif; wavelet of the “coiflets” family; CV; Cross validation; d1; First order derivative pretreatment; d2; Second order derivative pretreatment; db; wavelet of the “daubechies” family; det1; Linear detrend pretreatment; det2; Quadratic detrend pre
Keywords: انتخاب متغیر; Variable selection; VISA algorithm; Elastic-Net; LARS; Linear regression; Smooth Lasso;
Keywords: انتخاب متغیر; Functional data; Classification; Dimension reduction; Stochastic search; Variable selection;
Keywords: انتخاب متغیر; Semiparametric transformation model; Variable selection; MRC; Variance estimation;
Keywords: انتخاب متغیر; PCA; Variable selection; Branch & Bound methods; Guide functions; Filters;
Keywords: انتخاب متغیر; Canonical correlation; Group lasso; High dimensional; Multivariate linear regression; Variable selection;
Keywords: انتخاب متغیر; Genetic algorithm; Delta test; Variable selection; Approximate k-nearest neighbors; Variable scaling; Variable projection; Time series
Keywords: انتخاب متغیر; Rainfall; Forecasting; Meteorological data; Anfis; Variable selection
Keywords: انتخاب متغیر; Genetic algorithm; Habitat suitability model; Iberian Peninsula; Mediterranean river; Mesohabitat scale; Variable selection
Keywords: انتخاب متغیر; Generalized linear model; Hierarchical likelihood; High-dimension; Random effect; Unbounded penalty; Variable selection
Keywords: انتخاب متغیر; primary, 62G05; secondary, 62E20Single index coefficient model; Composite quantile regression; Asymptotic normality; Asymptotic relative efficiency; Variable selection; Adaptive LASSO
Keywords: انتخاب متغیر; Survival analysis; Regularization; Variable selection; Accelerated failure time model; L1/2 penalty
Keywords: انتخاب متغیر; C52; D12; G29Access to finance; Perceptions and attitudes; Credit rationing; Variable selection
Keywords: انتخاب متغیر; Nowcasting; Forecasting; Mixed frequency data; Variable selection; Bridge models; Principal components; Factor models
Laplace error penalty-based M-type model detection for a class of high dimensional semiparametric models
Keywords: انتخاب متغیر; Basis approximation; Difference convex algorithm; High-dimensional; Laplace error penalty; M-type estimator; Variable selection;
Quantile regression for functional partially linear model in ultra-high dimensions
Keywords: انتخاب متغیر; Asymptotic property; Double penalized quantile method; Functional partially linear quantile model; Functional principal component analysis; Variable selection;
Variable selection for multivariate classification aiming to detect individual adulterants and their blends in grape nectars
Keywords: انتخاب متغیر; Variable selection; Multi-class methods; PLS-DA; SIMCA; Grape nectar; Food fraud;
Wavelet based classification of MALDI-IMS-MS spectra of serum N-Linked glycans from normal controls and patients diagnosed with Barrett's esophagus, high grade dysplasia, and esophageal adenocarcinoma
Keywords: انتخاب متغیر; Variable selection; Discrete wavelet transform; Pattern recognition; Genetic algorithms; Profile analysis; N-linked serum glycans;
Development of an automated method for the identification of defective hazelnuts based on RGB image analysis and colourgrams
Keywords: انتخاب متغیر; Hazelnut; Defect detection; Multivariate image analysis; Colourgrams; Classification; Variable selection;
Rapid determination by near infrared spectroscopy of theaflavins-to-thearubigins ratio during Congou black tea fermentation process
Keywords: انتخاب متغیر; Congou black tea fermentation; Theaflavin-to-thearubigin ratio; NIR spectroscopy; Extreme learning machine; Variable selection;
An improved variable selection method for support vector regression in NIR spectral modeling
Keywords: انتخاب متغیر; Support vector regression (SVR); Variable selection; Partial least squares; Near-infrared (NIR) spectroscopy; Mutual information;
Alternate deflation and inflation of search space in reweighted sampling: An effective variable selection approach for PLS model
Keywords: انتخاب متغیر; ADISS; Binary matrix sampling; Partial least square regression; Space shrinkage; Variable selection;
Application of computational intelligence techniques to forecast daily PM10 exceedances in Brunei Darussalam
Keywords: انتخاب متغیر; PM10; Artificial neural networks; Genetic algorithm; Random forests; Variable selection; Brunei Darussalam;
Which regression method to use? Making informed decisions in “data-rich/knowledge poor” scenarios - The Predictive Analytics Comparison framework (PAC)
Keywords: انتخاب متغیر; Predictive analytics; Variable selection; Penalized regression methods; Latent variables methods; Tree-based ensembles methods; Manufacturing 4.0; Big data;
Quantile regression for additive coefficient models in high dimensions
Keywords: انتخاب متغیر; 62G05; 62G20; Additive coefficient models; B-splines; High-dimensional model; Quantile regression; SCAD; Variable selection;
Hybrid L1/2â
â¯+â¯2 method for gene selection in the Cox proportional hazards model
Keywords: انتخاب متغیر; Survival analysis; Regularization; Cox model; Variable selection; Cancer prediction; Gene expression;
Vis-NIR spectrometric determination of Brix and sucrose in sugar production samples using kernel partial least squares with interval selection based on the successive projections algorithm
Keywords: انتخاب متغیر; Nonlinear multivariate calibration; Kernel partial least squares; Successive projections algorithm; Variable selection; Near infrared spectrometry; Sugar;
A principal varying-coefficient model for quantile regression: Joint variable selection and dimension reduction
Keywords: انتخاب متغیر; Asymptotic normality; B-splines; Check loss function; Variable selection; Varying-coefficient model;
Determination of main fruits in adulterated nectars by ATR-FTIR spectroscopy combined with multivariate calibration and variable selection methods
Keywords: انتخاب متغیر; 2,6-Dichlorophenol-indophenol sodium salt (PubChem CID: 236973550); Acetone (PubChem CID: 180); Copper (II) sulfate pentahydrate (PubChem CID: 24463); d-Glucose (PubChem CID: 5793); Ethanol (PubChem CID: 702); L-ascorbic acid (PubChem CID: 54670067); Lead
libPLS: An integrated library for partial least squares regression and linear discriminant analysis
Keywords: انتخاب متغیر; Partial least squares; Elastic component regression; Outlier detection; Variable selection; Model population analysis;
Predicting extractives content of Eucalyptus bosistoana F. Muell. Heartwood from stem cores by near infrared spectroscopy
Keywords: انتخاب متغیر; Grain angle; External parameter orthogonalisation (EPO); Partial least squares regression (PLS); Significance multivariate correlation (sMC); Moisture content (MC); Natural durability; Variable selection;
NP-hardness and inapproximability of sparse PCA
Keywords: انتخاب متغیر; Combinatorial problems; Variable selection; NP-hard/Inapproximable; Sparsity constraint; Unsupervised learning;
Multivariate modeling for detecting adulteration of extra virgin olive oil with soybean oil using fluorescence and UV-Vis spectroscopies: A preliminary approach
Keywords: انتخاب متغیر; Authenticity; Partial least squares regression; Multiple linear regression; Variable selection;
Variable selection through adaptive MAVE
Keywords: انتخاب متغیر; Adaptive estimation; Sufficient dimension reduction; Shrinkage estimation; Variable selection;
Separation of viable and non-viable tomato (Solanum lycopersicum L.) seeds using single seed near-infrared spectroscopy
Keywords: انتخاب متغیر; Chemometrics; IPLS-DA; Interval selection; Seed germination; Variable selection;
Multi-omics facilitated variable selection in Cox-regression model for cancer prognosis prediction
Keywords: انتخاب متغیر; Multi-omics; Variable selection; Cancer prognosis prediction; Cox regression;
A novel ensemble L1 regularization based variable selection framework with an application in near infrared spectroscopy
Keywords: انتخاب متغیر; variable selection; Uninformative variable elimination; Ensemble L1 regularization framework; Near infrared spectroscopy;
Simultaneous determination of aspartame, cyclamate, saccharin and acesulfame-K in powder tabletop sweeteners by FT-Raman spectroscopy associated with the multivariate calibration: PLS, iPLS and siPLS models were compared
Keywords: انتخاب متغیر; Artificial sweeteners; FT-Raman; PLS; Variable selection; DFT;
Evaluation of ensemble Monte Carlo variable selection for identification of metabolite markers on NMR data
Keywords: انتخاب متغیر; NMR; PLS; Variable selection; Enhanced Monte Carlo variable selection;
Sparse supervised principal component analysis (SSPCA) for dimension reduction and variable selection
Keywords: انتخاب متغیر; Variable selection; Dimension reduction; Sparse PCA; Supervised PCA; Sparse supervised PCA; Penalized matrix decomposition;
Estimating Mediterranean forest parameters using multi seasonal Landsat 8 OLI imagery and an ensemble learning method
Keywords: انتخاب متغیر; Multi-temporal imagery; Random forest regression; Variable selection; Variable importance measure; Minimal depth; Forest inventory; Remote sensing;