دانلود مقالات ISI درباره انتخاب مدل + ترجمه فارسی

Managing the computational cost of model selection and cross-validation in extreme learning machines via Cholesky, SVD, QR and eigen decompositions

Keywords: انتخاب مدل; Model selection; Cross-validation; Extreme learning machines; Matrix decompositions;

دانلود رایگان متن کامل مقاله ISI 38 صفحه سال انتشار : 2018 سفارش ترجمه

A comparison of various MRI feature types for characterizing whole brain anatomical differences using linear pattern recognition methods

Keywords: انتخاب مدل; Pattern recognition; Gaussian process; Diffeomorphism; Model selection; Scalar momentum; Pattern recognition; Structural MRI; VBM;

دانلود رایگان متن کامل مقاله ISI 42 صفحه سال انتشار : 2018 سفارش ترجمه

DISTING: A web application for fast algorithmic computation of alternative indistinguishable linear compartmental models

Keywords: انتخاب مدل; Compartmental modeling; Model selection; Parallel computing; Structural identifiability; Symbolic algebra;

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

A Bayesian model selection analysis of equilibrium and nonequilibrium models for multiphase flow in porous media

Keywords: انتخاب مدل; Nonequilibrium two-phase flow; Buckley-Leverett; Model selection; Core scale drainage experiments;

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

Empirical comparison of cross-validation and internal metrics for tuning SVM hyperparameters

Keywords: انتخاب مدل; SVM; Internal metrics; Cross validation; Hyper-parameter tuning; Model selection;

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

A methodology to design heuristics for model selection based on the characteristics of data: Application to investigate when the Negative Binomial Lindley (NB-L) is preferred over the Negative Binomial (NB)

Keywords: انتخاب مدل; Model Selection; Heuristics; Characteristics of Data; Machine Learning; Negative Binomial; Negative Binomial Lindley;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2017 سفارش ترجمه

Reproducibility and relative stability in magnetic resonance imaging indices of tumor vascular physiology over a period of 24 h in a rat 9L gliosarcoma model

Keywords: انتخاب مدل; DCE-MRI; dynamic contrast enhanced magnetic resonance imaging; MRCA; magnetic resonance contrast agent; vp; plasma volume; Ktrans; forward volumetric transfer constant; ve; interstitial volume fraction; kep; reverse transfer constant; VD; extracellular di

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2017 سفارش ترجمه

Granularity selection for cross-validation of SVM

Keywords: انتخاب مدل; Cross-validation; Model selection; Fold of cross-validation; Granular computing; Granularity selection;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2017 سفارش ترجمه

Model selection for Gaussian mixture model based on desirability level criterion

Keywords: انتخاب مدل; Gaussian mixture model; EM algorithm; Model selection; Desirability level criterion;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2017 سفارش ترجمه

The ALAMO approach to machine learning

Keywords: انتخاب مدل; Model selection; Parametric regression; Feature selection; Mixed-integer optimization;

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

Selection of bias correction models for improving the daily PM10 forecasts of WRF-EURAD in Porto, Portugal

Keywords: انتخاب مدل; Bayesian; Bias correction; Model selection; PM10; Porto;

دانلود رایگان متن کامل مقاله ISI 12 صفحه سال انتشار : 2017 سفارش ترجمه

Accurate distributions of Mallows' Cp and its unbiased modifications with applications to shrinkage estimation

Keywords: انتخاب مدل; Model selection; Bias; Mean square error; Multivariate regression; Noncentral F distribution; Inverse Wishart distribution;

دانلود رایگان متن کامل مقاله ISI 12 صفحه سال انتشار : 2017 سفارش ترجمه

The new MIBA model: Real-time nowcasting of French GDP using the Banque de France's monthly business survey

Keywords: انتخاب مدل; C22; C52; C53; E37; Nowcasting GDP; Mixed-frequency data; Model selection; Real-time data;

دانلود رایگان متن کامل مقاله ISI 14 صفحه سال انتشار : 2017 سفارش ترجمه

Automated learning of t factor analysis models with complete and incomplete data

Keywords: انتخاب مدل; Missing information; ML estimation; Model selection; Multivariate t distribution; Outliers;

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

High-dimensional asymptotic behavior of the difference between the log-determinants of two Wishart matrices

Keywords: انتخاب مدل; 62E20; 62H10; Canonical correlation analysis; Consistency of information criterion; High-dimensional asymptotic framework; Information criterion; Model selection;

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

Application of random forest, generalised linear model and their hybrid methods with geostatistical techniques to count data: Predicting sponge species richness

Keywords: انتخاب مدل; Machine learning; Feature selection; Model selection; Predictive accuracy; Spatial predictive model; Spatial prediction;

دانلود رایگان متن کامل مقاله ISI 18 صفحه سال انتشار : 2017 سفارش ترجمه

Model selection for CO2 sequestration using surface deformation and injection data

Keywords: انتخاب مدل; Carbon capture and storage; Flow-geomechanical simulation; Model selection; Proxy; Surface deformation;

دانلود رایگان متن کامل مقاله ISI 26 صفحه سال انتشار : 2017 سفارش ترجمه

Quantitative assessment of autonomic symptom burden in Postural tachycardia syndrome (POTS)

Keywords: انتخاب مدل; Postural tachycardia syndrome (PoTS); Autonomic symptoms; Fatigue; Pupils; Autonomic failure; Model selection; Postural tachycardia syndrome; PoTS; Autonomic failure/neuropathy; AF/N; Fatigue Severity Scale; FSS; 31-item Composite Autonomic Symptom Score;

دانلود رایگان متن کامل مقاله ISI 26 صفحه سال انتشار : 2017 سفارش ترجمه

Error estimation based on variance analysis of k-fold cross-validation

Keywords: انتخاب مدل; Error estimation; k-fold cross-validation; Variance analysis; Model selection;

دانلود رایگان متن کامل مقاله ISI 33 صفحه سال انتشار : 2017 سفارش ترجمه

Functional Weibull-based models of steel fracture toughness for structural risk analysis: estimation and selection

Keywords: انتخاب مدل; Weibull; Master Curve; Censoring; Genetic algorithm; Thickness correction; Model selection; Fracture toughness; Reliability;

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

Bayesian prediction of TBM penetration rate in rock mass

Keywords: انتخاب مدل; TBM penetration rate prediction; Model selection; Bayesian inference; Markov chain Monte Carlo; Rock mass;

دانلود رایگان متن کامل مقاله ISI 45 صفحه سال انتشار : 2017 سفارش ترجمه

Bonferroni-based size-correction for nonstandard testing problems

Keywords: انتخاب مدل; Hypothesis testing; Uniform inference; Asymptotic size; Bonferroni bounds; Power; Size-correction; Model selection; Pretesting; Local asymptotics;

دانلود رایگان متن کامل مقاله ISI 55 صفحه سال انتشار : 2017 سفارش ترجمه

Validation and selection of ODE models for gene regulatory networks

Keywords: انتخاب مدل; Model validation; Model selection; ODE model; Pseudo-likelihood; Gene expression data

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

Adjusted priors for Bayes factors involving reparameterized order constraints

Keywords: انتخاب مدل; Inequality constraints; Model selection; MPT modeling; Model complexity; Encompassing prior;

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

Regression and classification using extreme learning machine based on L1-norm and L2-norm

Keywords: انتخاب مدل; Extreme learning machine; Ridge regression; Elastic net; Model selection; Bayesian information criterion (BIC)

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

Asymptotic equivalence between the default Bayes factors and the ordinary Bayes factors with intrinsic priors

Keywords: انتخاب مدل; primary; 62C10; secondary; 62F15; Asymptotic equivalence; Fractional Bayes factor; Intrinsic Bayes factor; Intrinsic prior; Model selection;

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

Model selection in principal covariates regression

Keywords: انتخاب مدل; Principal covariates regression; Principal component regression; Partial least squares; Regression; Dimension reduction; Model selection

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

Prototypes, exemplars and the response scaling parameter: A Bayes factor perspective

Keywords: انتخاب مدل; Category learning; Exemplar; Prototype; Response scaling; Model selection; Priors; Bayes factor;

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

Artificial Neural Networks approach to pharmacokinetic model selection in DCE-MRI studies

Keywords: انتخاب مدل; Artificial Neural Networks; Dynamic Contrast Enhanced magnetic resonance imaging; Extended Tofts model; Fisher's test; Model selection;

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

On consistency of minimum description length model selection for piecewise autoregressions

Keywords: انتخاب مدل; C12; C13; C22; C52; Change-point; Structural break; Model selection; Minimum description length; Autoregressive process;

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

Efficient updating of PDE models for metrology

Keywords: انتخاب مدل; Model; Partial differential equation; Model selection;

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

BYY harmony learning of t-mixtures with the application to image segmentation based on contourlet texture features

Keywords: انتخاب مدل; Bayesian Ying-Yang (BYY) harmony learning; Multivariate t-mixture; Gradient learning; Model selection; Contourlet texture features

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

A new model selection strategy in time series forecasting with artificial neural networks: IHTS

Keywords: انتخاب مدل; Neural networks; Forecasting; Time Series; Model Selection

دانلود رایگان متن کامل مقاله ISI 14 صفحه سال انتشار : 2016 سفارش ترجمه

Model-based biclustering of clickstream data

Keywords: انتخاب مدل; Finite mixture model; Model-based clustering; Biclustering; Clickstream; Model selection

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

Extension of the Schwarz Information Criterion for models sharing parameter boundaries

Keywords: انتخاب مدل; Model selection; Schwarz criterion; Consistency; Boundary; Dimension; Inequalities;

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

Parameter-free modelling of 2D shapes with ellipses

Keywords: انتخاب مدل; Ellipses fitting; Shape analysis; Shape complexity; Expectation-Maximisation; Model selection; AIC; BIC;

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

Bayes Factors, relations to Minimum Description Length, and overlapping model classes

Keywords: انتخاب مدل; Model selection; Bayes factor; Minimum Description Length; Normalized Maximum Likelihood; Overlapping model classes; Shared instances;

دانلود رایگان متن کامل مقاله ISI 22 صفحه سال انتشار : 2016 سفارش ترجمه

Adaptive estimation of the baseline hazard function in the Cox model by model selection, with high-dimensional covariates

Keywords: انتخاب مدل; Survival analysis; Conditional hazard rate function; Cox's proportional hazards model; Right-censored data; Semi-parametric model; Nonparametric model; High-dimensional covariates; Model selection; Non-asymptotic oracle inequalities; Concentration inequ

دانلود رایگان متن کامل مقاله ISI 25 صفحه سال انتشار : 2016 سفارش ترجمه

Testing order constraints: Qualitative differences between Bayes factors and normalized maximum likelihood

Keywords: انتخاب مدل; Model selection; Minimum description length; Inequality constraint; Model complexity

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

Model selection of M-estimation models using least squares approximation

Keywords: انتخاب مدل; Information criterion; Least squares approximation; M-estimation; Model selection

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

On the consistency of the objective Bayes factor for the integral priors in the one-way random effects model

Keywords: انتخاب مدل; Bayesian inference; Objective Bayes factor; Consistency; Integral priors; Hypothesis testing; Model selection

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

Estimation of the lifetime distribution of mechatronic systems in the presence of a covariate: A comparison among parametric, semiparametric and nonparametric models

Keywords: انتخاب مدل; Failure time models; Lifetime distribution prediction; Regression with covariates; Model selection

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

An Akaike information criterion for multiple event mixture cure models

Keywords: انتخاب مدل; Akaike information criterion; Competing risks; EM-algorithm; Mixture cure model; Model selection;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2015 سفارش ترجمه

Simulation-based Bayesian optimal ALT designs for model discrimination

Keywords: انتخاب مدل; Reliability test plans; Hellinger distance; Model selection; Deviance Information Criterion (DIC); Non-parametric curve fitting;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2015 سفارش ترجمه

Using a set of GM(1,1) models to predict values of diagnostic symptoms

Keywords: انتخاب مدل; Condition monitoring; Time series; Model selection; Grey system theory;

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

Model selection for degradation-based Bayesian reliability analysis

Keywords: انتخاب مدل; Model selection; Degradation; Random effect; Reliability prediction; Crack growth

دانلود رایگان متن کامل مقاله ISI 11 صفحه سال انتشار : 2015 سفارش ترجمه

Billfish CPUE standardization in the Hawaii longline fishery: Model selection and multimodel inference

Keywords: انتخاب مدل; Istiophoridae; Incidental catches; CPUE standardization; Model selection; Zero-inflation; Negative binomial

دانلود رایگان متن کامل مقاله ISI 12 صفحه سال انتشار : 2015 سفارش ترجمه

Nonparametric estimation of pair-copula constructions with the empirical pair-copula

Keywords: انتخاب مدل; Pair-copula; Regular vine; Empirical copula; Resampling; Spearman rank correlation; Model selection; Independence; Smoothing

دانلود رایگان متن کامل مقاله ISI 13 صفحه سال انتشار : 2015 سفارش ترجمه

Quaternionic wavelet coefficients modeling for a Reduced-Reference metric

Keywords: انتخاب مدل; Quaternionic Wavelet Transform; Information Criteria; Reduced-Reference Image Quality Assessment; Model selection

دانلود رایگان متن کامل مقاله ISI 13 صفحه سال انتشار : 2015 سفارش ترجمه

SCAD penalized rank regression with a diverging number of parameters

Keywords: انتخاب مدل; primary, 62H12; secondary, 62E20High dimensionality; Model selection; Oracle property; Rank regression; Robust estimation; SCAD

دانلود رایگان متن کامل مقاله ISI 13 صفحه سال انتشار : 2015 سفارش ترجمه