• lfda

  • Referenced in 2 articles [sw20801]
  • analysis and it is popular for supervised dimensionality reduction method. lfda is an R package ... kernel local Fisher discriminant analysis and semi-supervised local Fisher discriminant analysis. It also provides...
  • HDclassif

  • Referenced in 19 articles [sw11114]
  • Dimensional Supervised Classification and Clustering. Discriminant analysis and data clustering methods for high dimensional data ... assumption that high-dimensional data live in different subspaces with low dimensionality proposing ... model which combines the ideas of dimension reduction and constraints on the model...
  • slingshot

  • Referenced in 5 articles [sw36159]
  • component in an analysis pipeline after dimensionality reduction and clustering. It is flexible enough ... incorporation of prior knowledge through supervised graph construction...
  • GraphDemo

  • Referenced in 1 article [sw10148]
  • dimensionality reduction or data denoising, spectral clustering, label propagation for semi-supervised learning...
  • nsdr

  • Referenced in 1 article [sw41791]
  • implement both unsupervised and supervised nonlinear dimension reduction methods. Principal Component Analysis (PCA), Sliced Inverse ... SAVE) are useful methods to reduce the dimensionality of covariates. However, they produce linear combinations...
  • CLEMM

  • Referenced in 1 article [sw31323]
  • models, envelope methodology aims for simultaneous dimension reduction and efficient parameter estimation, and includes ... projecting the data onto a latent lower-dimensional subspace. The proposed CLEMM framework ... envelope methods in unsupervised and semi-supervised learning problems. Numerical studies on simulated data...
  • LANCELOT

  • Referenced in 306 articles [sw00500]
  • LANCELOT. A Fortran package for large-scale nonlinear...
  • LSQR

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

  • Referenced in 13544 articles [sw00558]
  • MATLAB® is a high-level language and interactive...
  • Maxima

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

  • Referenced in 309 articles [sw00563]
  • R package mclust: Normal Mixture Modeling for Model...
  • MiniSat

  • Referenced in 566 articles [sw00577]
  • An extensible SAT-solver. MiniSat is a minimalistic...
  • Octave

  • Referenced in 304 articles [sw00646]
  • GNU Octave is a high-level language, primarily...
  • R

  • Referenced in 9969 articles [sw00771]
  • R is a language and environment for statistical...
  • rbMIT

  • Referenced in 146 articles [sw00784]
  • The rbMIT © MIT Software package implements in Matlab...
  • SCIP

  • Referenced in 542 articles [sw01091]
  • SCIP is currently one of the fastest non...
  • L-BFGS-B

  • Referenced in 200 articles [sw01234]
  • Algorithm 778: L-BFGS-B Fortran subroutines for...
  • DistAl

  • Referenced in 103 articles [sw01746]
  • DistAl: An inter-pattern distance-based constructive learning...
  • P-FCM

  • Referenced in 16 articles [sw02421]
  • P-FCM: A proximity-based fuzzy clustering for...
  • STAR

  • Referenced in 14 articles [sw02515]
  • STAR: ultrafast universal RNA-seq aligner. Motivation: Accurate...