Keywords: کمند; Chemical vapor deposition; Etching; Industry automation; LASSO; Lithography; Regularization methods; Ridge regression; Semiconductor manufacturing; Statistical modeling; Virtual metrology
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Keywords: کمند; 60G15; 62H12; 62M99; High-dimensional statistics; Lasso; Ornstein-Uhlenbeck process; Sparse estimation;
Keywords: کمند; 62G05; 94A12; Cumulative coherence; Dantzig selector; Lasso; Oracle inequality; Restricted eigenvalue condition; Closeness of prediction loss;
Keywords: کمند; Schizophrenia; Cognitive training; Model selection; Regularized regression; LASSO;
Keywords: کمند; Linear mixed effects; Articular cartilage; Near infrared (NIR) spectroscopy; Spectroscopic mapping; Principal components; LASSO;
Keywords: کمند; LASSO; Least Absolute Shrinkage and Selection Operator; AMEs; Additive Main Effects; ERFs; exposure-response functions; MSE; Mean Square Error; CI; Confidence Interval; IQR; Interquartile Range; PM2.5; Particulate matter less than 2.5â¯Âµm in diameter; P
Keywords: کمند; AUC; area under the curve; BCI; brain-computer interface; CAR; common average reference; EEG; electroencephalogram; ENEC; elastic-net ensemble classifier; ERP; event-related potential; GLMNET; general linear models elastic-net regularization; LASSO; lea
Keywords: کمند; 1H NMR; proton nuclear magnetic resonance; aa; acyl; ae; diacyl; ATP; adenosine triphosphate; AUC; area under the curve; CAG; trinucleotide cytosine-adenine-guanine; DI/LC-MS/MS; direct injection liquid chromatography mass spectrometry; FDR; false discove
Keywords: کمند; Big data; Building energy model; Office building; Inverse model; High dimensional data analysis; LASSO; Variable selection;
Keywords: کمند; Yeast; Lactic acid; Sour beer; Heterolactic fermentation; ABV; alcohol by volume; DIC; differential interference contrast; EtOH; ethanol; FG; final gravity; gDNA; genomic DNA; IBU; international bittering unit; LAB; lactic acid bacteria; LASSO; lactic aci
Keywords: کمند; primary; 62H12; secondary; 62H25; Gaussian graphical model; High dimensional data; Laplacian matrix; Lasso; Precision matrix; Tracy-Widom law;
Keywords: کمند; Land use regression; Air pollution; Exposure; LASSO; Mexico City;
Keywords: کمند; Random balance; Screening experiments; Box-Wilson methodology; LASSO; Ridge regression;
Keywords: کمند; Biodiversity; Ecological epidemiology; Biodiversity hypothesis; Lasso;
Keywords: کمند; Libs; ChemCam; Hydrogen; Partial least-squares; Lasso;
Keywords: کمند; Data analytics; Big data; Machine learning; LASSO; Elastic net; Additive manufacturing; Cybermanufacturing;
Keywords: کمند; Fetal brain; MRI; Ventriculomegaly; Cortical folding; Statistical analysis; Lasso;
Keywords: کمند; Q51; Q57; Q23; I18; C55; Infant health; Invasive species; Trees; Emerald ash borer; Quasi-experiment; Synthetic control method; Lasso;
Keywords: کمند; Sub-gradient algorithm; Affine-Lipschitz; Linear rate; Diffusion strategy; Networked agents; SVM; LASSO;
Keywords: کمند; Diffuse reflectance spectroscopy; Locally-weighted partial-least-squares regression; Lasso; Ridge regression; Geometrical parameters;
Keywords: کمند; primary; 62-01; secondary; 68-01; Heterogeneity; Lasso; Learning theory; Negative results; Replicability; Reproducibility;
Keywords: کمند; ACE; average coverage error; AIC; Akaike information criterion; AMAPE; adapted MAPE; ANEM; Australian National Electricity Market; ANN; artificial NN; ANOVA; analysis of variance; AWPI; average width of PIs; ARMAX; autoregressive moving average model with
Keywords: کمند; Lasso; Mixture of linear regressions model; MM algorithm; Major League Baseball;
Keywords: کمند; Forecasting; Lasso; Factor models; High-dimensional data; Cointegration;
Keywords: کمند; idiopathic interstitial pneumonia; idiopathic pulmonary fibrosis; intensive care; interstitial lung disease; respiratory failure; CTD-ILD; connective tissue disease-related interstitial lung disease; ECLS; extracorporeal life support; ILD; interstitial lu
Keywords: کمند; Electricity price forecasting; Day-ahead market; Univariate modeling; Multivariate modeling; Forecast combination; Regression; Variable selection; Lasso; C14; C22; C51; C53; Q47;
Keywords: کمند; ICU; intensive care unit; QOL; quality of life; D1; first ICU day = first 24 h of ICU admission; ADL; activities of daily living; S; surgical; M; medical; B; burns; T; trauma; sub; subgroup; APACHE II score; Acute Physiology and Chronic Health Evaluati
Keywords: کمند; 62H12; 62J07; 62F12; High-dimensional covariance matrix estimation; Lasso; Multivariate linear model; Variable selection;
Keywords: کمند; Internet addiction; Behavioral addiction; Internet gaming disorder; Problematic internet use; Lasso; Machine learning;
Keywords: کمند; Sub-gradient; Affine-Lipschitz; Linear rate; SVM; LASSO; Total variation;
Keywords: کمند; EHR; Electronic Health Record; AKI; Acute Kidney Injury; HRS; Hepatorenal Syndrome; ICD; International Classification of Diseases; NLP; Natural Language Processing; VA; Veterans Affairs; CPT; Current Procedural Terminology; KDIGO; Kidney Disease Improving
Keywords: کمند; Forecasting; Tactical planning; Leading indicators; LASSO; Variable selection;
Keywords: کمند; Bayesian quantile regression; Skew exponential power distribution; Asymmetric Laplace distribution; Lasso; MCMC;
Keywords: کمند; Financial distress prediction; Lasso; Random subspace method; Sentiment information; Textual information; Time-span analysis;
Keywords: کمند; LN; lymph node; ERUS; endorectal ultrasound; CT; computed-tomography; SWE; shear-wave elastography; LASSO; least absolute shrinkage and selection operator; DCA; decision curve analysis; NRI; net reclassification improvement; IDI; integrated discrimination
Keywords: کمند; Bayesian networks; Context-specific independence; Sparsity; Logistic regression; Lasso;
Keywords: کمند; Lasso; High order feature interactions; Feature selection;
Keywords: کمند; Coronary anatomy; Coronary tortuosity; Longitudinal shortening; 2D; Two-dimensional; LAD; Left anterior descending coronary artery; LASSO; Least absolute shrinkage and selection operator; LV; Left ventricular; LVEF; Left ventricular ejection fraction; MAP
Stable biomarker screening and classification by subsampling-based sparse regularization coupled with support vector machines in metabolomics
Keywords: کمند; Sparse regularization with subsampling; Stable biomarker screening; Support vector classification; LASSO; Sparse partial least squares;
Penalized logistic regression for classification and feature selection with its application to detection of two official species of Ganoderma
Keywords: کمند; G. lucidum; G. sinense; Fourier transform infrared spectroscopy; Penalized logistic regression; Feature selection; Lasso; Elastic net; Weighted fusion;
Keywords: کمند; 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 a
Ordered homogeneity pursuit lasso for group variable selection with applications to spectroscopic data
Keywords: کمند; Lasso; Homogeneity pursuit; Sparse learning; Variable ordering; Grouping effect; Partial least squares;
Keywords: کمند; ADHD; attention deficit hyperactivity disorder; aDMN; anterior default mode network; AN; auditory network; DAN; dorsal attention network; FD; frame displacement; fDMN; fusiform-related default mode network; ICNs; intrinsic connectivity networks; LASSO; le
Keywords: کمند; Generalized estimating equations; LASSO; Longitudinal data; Missing data; Multiple imputation; Variable selection;
Keywords: کمند; Ensemble learning; Divide and Conquer; Glowworm swarm optimization; LASSO; Global horizontal radiation forecasting;
Keywords: کمند; Sparse dissimilarity; Distribution structure; Dissimilarity decomposition; Fault diagnosis; LASSO;
Keywords: کمند; FIR identification; â1 regularization; Elastic Net; Lasso; Sparsity;
Keywords: کمند; Real-time inflation forecasting; Emerging markets; Shrinkage; Factor models; LASSO; Regression trees; Random forests; Complete subset regression; Machine learning; Model confidence set; Forecast combination; Expert forecasts;
Keywords: کمند; Robust regression; MM-estimators; Lasso; Oracle property; Sparse linear models;
Keywords: کمند; Graph kernel; Graph classification; Extreme learning machine; Lasso;