R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
GeneralizedUmatrix
View on CRAN: Click
here
Download and install GeneralizedUmatrix package within the R console
Install from CRAN:
install.packages("GeneralizedUmatrix")
Install from Github:
library("remotes")
install_github("cran/GeneralizedUmatrix")
Install by package version:
library("remotes")
install_version("GeneralizedUmatrix", "1.3.1")
Attach the package and use:
library("GeneralizedUmatrix")
Maintained by
Michael Thrun
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.GeneralizedUmatrix . https://github.com/Mthrun/GeneralizedUmatrix/issues . GeneralizedUmatrix citation info . GeneralizedUmatrix results . GeneralizedUmatrix.pdf . GeneralizedUmatrix_1.3.1.tar.gz . GeneralizedUmatrix_1.3.1.zip . GeneralizedUmatrix_1.3.1.zip . GeneralizedUmatrix_1.3.1.zip . GeneralizedUmatrix_1.3.1.tgz . GeneralizedUmatrix_1.3.1.tgz . GeneralizedUmatrix_1.3.1.tgz . GeneralizedUmatrix_1.3.1.tgz . GeneralizedUmatrix archive . https://CRAN.R-project.org/package=GeneralizedUmatrix .
First Published: 2017-05-18
Latest Update: 2023-05-30
Description:
Projections are common dimensionality reduction methods, which represent high-dimensional data in a two-dimensional space. However, when restricting the output space to two dimensions, which results in a two dimensional scatter plot (projection) of the data, low dimensional similarities do not represent high dimensional distances coercively [Thrun, 2018] . This could lead to a misleading interpretation of the underlying structures [Thrun, 2018]. By means of the 3D topographic map the generalized Umatrix is able to depict errors of these two-dimensional scatter plots. The package is derived from the book of Thrun, M.C.: "Projection Based Clustering through Self-Organization and Swarm Intelligence" (2018) and the main algorithm called simplified self-organizing map for dimensionality reduction methods is published in .
How to cite:
Michael Thrun (2017). GeneralizedUmatrix: Credible Visualization for Two-Dimensional Projections of Data. R package version 1.3.1, https://cran.r-project.org/web/packages/GeneralizedUmatrix. Accessed 05 May. 2025.
Previous versions and publish date:
0.9.4 (2017-05-18 11:23), 0.9.5 (2017-08-20 16:21), 1.0.0 (2018-01-31 19:13), 1.1.2 (2018-07-03 17:00), 1.1.4 (2019-01-27 14:30), 1.1.5 (2019-02-03 13:54), 1.1.6 (2019-11-20 22:30), 1.1.8 (2020-02-17 16:40), 1.1.9 (2020-03-23 15:50), 1.2.0 (2020-08-24 15:00), 1.2.1 (2020-10-25 11:40), 1.2.2 (2021-01-12 20:30), 1.2.4 (2022-05-25 17:30), 1.2.5 (2022-11-28 13:40), 1.2.6 (2023-05-30 12:20)
Other packages that cited GeneralizedUmatrix R package
View GeneralizedUmatrix citation profile
Other R packages that GeneralizedUmatrix depends,
imports, suggests or enhances
Complete documentation for GeneralizedUmatrix
Functions, R codes and Examples using
the GeneralizedUmatrix R package
Some associated functions: CalcUstarmatrix . Chainlink . DefaultColorSequence . Delta3DWeightsC . EsomNeuronsAsList . ExtendToroidalUmatrix . GeneralizedUmatrix-package . GeneralizedUmatrix . GeneratePmatrix . ListAsEsomNeurons . LowLand . NormalizeUmatrix . ReduceToLowLand . TopviewTopographicMap . Uheights4Data . UmatrixColormap . UniqueBestMatchingUnits . XYcoords2LinesColumns . addRowWiseC . plotTopographicMap . sESOM4BMUs . setdiffMatrix . trainstepC . upscaleUmatrix .
Some associated R codes: CalcUstarmatrix.R . EsomNeuronsAsList.R . ExtendToroidalUmatrix.R . GeneralizedUmatrix.R . GeneratePmatrix.R . ListAsEsomNeurons.R . LowLand.R . NormalizeUmatrix.R . RcppExports.R . ReduceToLowLand.R . TopviewTopographicMap.R . Uheights4Data.R . UniqueBestMatchingUnits.R . XYcoords2LinesColumns.R . plotTopographicMap.R . sESOM4BMUs.R . setdiffMatrix.R . tileGUM.R . upscaleUmatrix.R . Full GeneralizedUmatrix package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
affinitymatrix
Tools to study sorting patterns in matching markets and to estimate the affinity matrix of both the ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Edoardo Ciscato (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
aspline
Perform one-dimensional spline regression with automatic knot selection.
This package uses a penali ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Vivien Goepp (view profile)
frailtypack
The following several classes of frailty models using a penalized likelihood estimation on the hazar ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Virginie Rondeau (view profile)
ClickHouseHTTP
'ClickHouse' ()
is an open-source, high performance columnar
OLAP (online ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Patrice Godard (view profile)
helloJavaWorld
A dummy package to demonstrate how to interface to a jar
file that resides inside an R package. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tobias Verbeke (view profile)
24,205
R Packages
207,311
Dependencies
65,312
Author Associations
24,206
Publication Badges
