
TISEAN
 Referenced in 158 articles
[sw00967]
 algorithms for data representation, prediction, noise reduction, dimension and Lyapunov estimation, and nonlinearity testing...

Leibniz
 Referenced in 32 articles
[sw12871]
 data estimation by a lazy learner  dimension reduction of models  decomposition of graphs and matrices...

Algorithm 913
 Referenced in 23 articles
[sw12775]
 based on the induced dimension reduction theorem, that provides a way to construct subsequent residuals...

SADE
 Referenced in 19 articles
[sw07076]
 ordinary differential equations, order and dimension reductions using Lie symmetries, classification of differential equations, Casimir...

GAP
 Referenced in 18 articles
[sw26294]
 effective than conventional graphical methods when dimension reduction techniques fail or when data...

dr
 Referenced in 11 articles
[sw14718]
 package dr: Methods for Dimension Reduction for Regression. Functions, methods, and datasets for fitting dimension ... reduction regression, using slicing (methods SAVE and SIR), Principal Hessian Directions (phd, using residuals ... code for computing permutation tests of dimension. Adding additional methods of estimating dimension is straightforward...

HDclassif
 Referenced in 15 articles
[sw11114]
 model which combines the ideas of dimension reduction and constraints on the model...

BKZ
 Referenced in 60 articles
[sw10242]
 best lattice reduction algorithm known in practice for high dimension is SchnorrEuchner...

LDR
 Referenced in 11 articles
[sw08893]
 proposed likelihoodbased methods for sufficient dimension reduction. Current capabilities include estimation of reduced subspaces...

edrGraphicalTools
 Referenced in 10 articles
[sw11105]
 edrGraphicalTools: Provides tools for dimension reduction methods. This package comes to illustrate the articles ... selecting the number of slices and the dimension of the model in SIR and SAVE...

VAMPnets
 Referenced in 9 articles
[sw32927]
 simulated coordinates into structural features, dimension reduction, clustering the dimensionreduced data, and estimation...

WavePacket
 Referenced in 8 articles
[sw19829]
 focus on open quantum systems and dimension reduction; it also describes the codes for optimal...

ldr
 Referenced in 5 articles
[sw16971]
 package ldr: Methods for likelihoodbased dimension reduction in regression. Functions, methods, and data sets ... fitting likelihoodbased dimension reduction in regression, using principal fitted components (pfc), likelihood acquired directions...

Geoxp
 Referenced in 7 articles
[sw08289]
 data, GeoXp includes some dimension reduction techniques such...

clustrd
 Referenced in 4 articles
[sw17529]
 package clustrd. Methods for Joint Dimension Reduction and Clustering. A class of methods that combine ... dimension reduction and clustering of continuous or categorical data. For continuous data, the package contains...

curvclust
 Referenced in 6 articles
[sw07435]
 random effects. We propose an efficient dimension reduction step based on wavelet thresholding adapted...

UMAP
 Referenced in 3 articles
[sw34900]
 Uniform Manifold Approximation and Projection for Dimension Reduction. UMAP (Uniform Manifold Approximation and Projection ... novel manifold learning technique for dimension reduction. UMAP is constructed from a theoretical framework based ... UMAP has no computational restrictions on embedding dimension, making ... viable as a general purpose dimension reduction technique for machine learning...

ePCA
 Referenced in 4 articles
[sw27830]
 used very generally for dimension reduction and denoising of large data matrices with exponential family ... Marchenko – Pastur law in high dimensions. An opensource implementation is available...

GSML
 Referenced in 4 articles
[sw35600]
 terms of both test accuracy and dimension reduction, on six realworld benchmark datasets...

ICtest
 Referenced in 2 articles
[sw36426]
 Number of Interesting Components in Linear Dimension Reduction. For different linear dimension reduction methods like ... components analysis (ICA) and supervised linear dimension reduction tests and estimates for the number...