• JIVE

  • Referenced in 14 articles [sw09511]
  • data sets in which multiple high-dimensional types of data are available for a common...
  • robustHD

  • Referenced in 5 articles [sw14244]
  • robustHD: Robust Methods for High-Dimensional Data. Robust methods for high-dimensional data, in particular...
  • FALCONN

  • Referenced in 8 articles [sw26631]
  • Python wrapper for similarity search over high-dimensional data. It supports cosine similarity...
  • varSelRF

  • Referenced in 8 articles [sw08253]
  • highly-correlated variables). Main applications in high-dimensional data (e.g., microarray data, and other genomics...
  • RSPOP

  • Referenced in 8 articles [sw02562]
  • rules and computational complexity arising from high-dimensional data. This decreases the interpretability...
  • Quantregforest

  • Referenced in 6 articles [sw14249]
  • particularly well suited for high-dimensional data. Predictor variables of mixed classes can be handled...
  • CLIFF

  • Referenced in 10 articles [sw35898]
  • CLIFF: clustering of high-dimensional microarray data via iterative feature filtering using normalized cuts...
  • hgam

  • Referenced in 73 articles [sw11201]
  • sparsity-smoothness penalty for high-dimensional generalized additive models. The combination of sparsity and smoothness ... well as performance for finite-sample data. We present a computationally efficient algorithm, with provable...
  • curvclust

  • Referenced in 6 articles [sw07435]
  • appropriate when dealing with high-dimensional 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 high-dimensional data as the computational time and memory ... flowPeaks, can be applied directly to high-dimensional data and identify irregular shape clusters...
  • LargeVis

  • Referenced in 3 articles [sw34905]
  • LargeVis: Visualizing Large-scale and High-dimensional Data. We study the problem of visualizing large ... scale and high-dimensional data in a low-dimensional (typically 2D or 3D) space. Much ... from scaling to large-scale and high-dimensional data (e.g., millions of data points ... thus easily scales to millions of high-dimensional data points. Experimental results on real-world...
  • XGobi

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

  • Referenced in 8 articles [sw31787]
  • been developed to visualise high-dimensional, multivariate data using parallel coordinates. CASSATT is platform independent...
  • MDR

  • Referenced in 9 articles [sw22494]
  • reduction (MDR) method for collapsing high-dimensional genetic data into a single dimension thus permitting...
  • Orca

  • Referenced in 5 articles [sw09792]
  • Orca: a visualization toolkit for high-dimensional data. This article describes constructing interactive and dynamic...
  • ARESLab

  • Referenced in 5 articles [sw11786]
  • ability to model complex and high-dimensional data dependencies. The model takes the form...
  • SNN-Cliq

  • Referenced in 5 articles [sw34296]
  • neighbor that shows advantages in handling high-dimensional data. When evaluated on a variety...
  • factorcpt

  • Referenced in 8 articles [sw18260]
  • detection in the means of high-dimensional panel data. Our methodology circumvents the difficult issue...
  • fdatest

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

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