
tsBSS
 Referenced in 3 articles
[sw38404]
 package tsBSS: Blind Source Separation and Supervised Dimension Reduction for Time Series. Different estimators ... Taskinen (2017) ) and supervised dimension reduction problem for multivariate time series (Matilainen...

ICtest
 Referenced in 5 articles
[sw36426]
 independent components analysis (ICA) and supervised linear dimension reduction tests and estimates for the number...

HDclassif
 Referenced in 19 articles
[sw11114]
 package HDclassif: High Dimensional Supervised Classification and Clustering. Discriminant analysis and data clustering methods ... model which combines the ideas of dimension reduction and constraints on the model...

nsdr
 Referenced in 1 article
[sw41791]
 implement both unsupervised and supervised nonlinear dimension reduction methods. Principal Component Analysis (PCA), Sliced Inverse...

lfda
 Referenced in 2 articles
[sw20801]
 popular for supervised dimensionality reduction method. lfda is an R package for performing local Fisher ... supervised local Fisher discriminant analysis. It also provides visualization functions to easily visualize the dimension ... reduction results by using either rgl for 3D visualization or ggfortify for 2D visualization...

SupCP
 Referenced in 2 articles
[sw24588]
 auxiliary covariates, {it SupCP}. SupCP generalizes the supervised singular value decomposition (SupSVD) for vectorvalued ... dimension reduction, capturing latent structures that are more accurate and interpretable due to covariate supervision...

AutoMOMML
 Referenced in 1 article
[sw28744]
 stages. The first stage is the dimension reduction stage, which reduces the number of inputs ... model selection stage, where several supervisedlearning methods are evaluated and finetuned...

VICReg
 Referenced in 1 article
[sw39717]
 Regularization for SelfSupervised Learning. Recent selfsupervised methods for image representation learning are based ... dimension individually. VICReg combines the variance term with a decorrelation mechanism based on redundancy reduction...

CLEMM
 Referenced in 1 article
[sw31323]
 models, envelope methodology aims for simultaneous dimension reduction and efficient parameter estimation, and includes ... envelope methods in unsupervised and semisupervised learning problems. Numerical studies on simulated data...

GLOB
 Referenced in 37 articles
[sw00357]
 GLOB  a new VNSbased software for global...

LSQR
 Referenced in 394 articles
[sw00530]
 Algorithm 583: LSQR: Sparse Linear Equations and Least...

Matlab
 Referenced in 13488 articles
[sw00558]
 MATLAB® is a highlevel language and interactive...

Maxima
 Referenced in 170 articles
[sw00560]
 Maxima is a system for the manipulation of...

mclust
 Referenced in 308 articles
[sw00563]
 R package mclust: Normal Mixture Modeling for Model...

R
 Referenced in 9832 articles
[sw00771]
 R is a language and environment for statistical...

SCIP
 Referenced in 536 articles
[sw01091]
 SCIP is currently one of the fastest non...

APL
 Referenced in 79 articles
[sw01165]
 APL (named after the book A Programming Language...

DistAl
 Referenced in 103 articles
[sw01746]
 DistAl: An interpattern distancebased constructive learning...

LASSO
 Referenced in 33 articles
[sw02850]
 A gradient descent algorithm for LASSO LASSO is...

OSCAR
 Referenced in 55 articles
[sw03026]
 Simultaneous regression shrinkage, variable selection, and supervised clustering...