
JIVE
 Referenced in 14 articles
[sw09511]
 data sets in which multiple highdimensional types of data are available for a common...

robustHD
 Referenced in 5 articles
[sw14244]
 robustHD: Robust Methods for HighDimensional Data. Robust methods for highdimensional data, in particular...

FALCONN
 Referenced in 8 articles
[sw26631]
 Python wrapper for similarity search over highdimensional data. It supports cosine similarity...

varSelRF
 Referenced in 8 articles
[sw08253]
 highlycorrelated variables). Main applications in highdimensional data (e.g., microarray data, and other genomics...

RSPOP
 Referenced in 8 articles
[sw02562]
 rules and computational complexity arising from highdimensional data. This decreases the interpretability...

Quantregforest
 Referenced in 6 articles
[sw14249]
 particularly well suited for highdimensional data. Predictor variables of mixed classes can be handled...

CLIFF
 Referenced in 10 articles
[sw35898]
 CLIFF: clustering of highdimensional microarray data via iterative feature filtering using normalized cuts...

hgam
 Referenced in 73 articles
[sw11201]
 sparsitysmoothness penalty for highdimensional generalized additive models. The combination of sparsity and smoothness ... well as performance for finitesample data. We present a computationally efficient algorithm, with provable...

curvclust
 Referenced in 6 articles
[sw07435]
 appropriate when dealing with highdimensional data and can not be used to model irregular...

flowPeaks
 Referenced in 4 articles
[sw38205]
 density peak finding. Motivation: For flow cytometry data, there are two common approaches ... approach cannot be applied directly to highdimensional data as the computational time and memory ... flowPeaks, can be applied directly to highdimensional data and identify irregular shape clusters...

LargeVis
 Referenced in 3 articles
[sw34905]
 LargeVis: Visualizing Largescale and Highdimensional Data. We study the problem of visualizing large ... scale and highdimensional data in a lowdimensional (typically 2D or 3D) space. Much ... from scaling to largescale and highdimensional data (e.g., millions of data points ... thus easily scales to millions of highdimensional data points. Experimental results on realworld...

XGobi
 Referenced in 33 articles
[sw11752]
 data. It implements 2D displays of projections of points and lines in highdimensional ... plots of pairs of variables, 3D data rotations, various grand tours, and interactive projection...

CASSATT
 Referenced in 8 articles
[sw31787]
 been developed to visualise highdimensional, multivariate data using parallel coordinates. CASSATT is platform independent...

MDR
 Referenced in 9 articles
[sw22494]
 reduction (MDR) method for collapsing highdimensional genetic data into a single dimension thus permitting...

Orca
 Referenced in 5 articles
[sw09792]
 Orca: a visualization toolkit for highdimensional data. This article describes constructing interactive and dynamic...

ARESLab
 Referenced in 5 articles
[sw11786]
 ability to model complex and highdimensional data dependencies. The model takes the form...

SNNCliq
 Referenced in 5 articles
[sw34296]
 neighbor that shows advantages in handling highdimensional data. When evaluated on a variety...

factorcpt
 Referenced in 8 articles
[sw18260]
 detection in the means of highdimensional panel data. Our methodology circumvents the difficult issue...

fdatest
 Referenced in 13 articles
[sw19272]
 representation of data on a (possibly highdimensional) functional basis; (ii) the test of each ... wise error rate, particularly suited for functional data. We show that ITP is provided with...

BARTBMA
 Referenced in 3 articles
[sw23498]
 Another method which is popular for highdimensional data is random forests, a machine learning ... based algorithm which can deal with highdimensional data. We have found that BART...