DOI: 10.18129/B9.bioc.TDbasedUFEadv  

This package is for version 3.17 of Bioconductor; for the stable, up-to-date release version, see TDbasedUFEadv.

Advanced package of tensor decomposition based unsupervised feature extraction

Bioconductor version: 3.17

This is an advanced version of TDbasedUFE, which is a comprehensive package to perform Tensor decomposition based unsupervised feature extraction. In contrast to TDbasedUFE which can perform simple the feature selection and the multiomics analyses, this package can perform more complicated and advanced features, but they are not so popularly required. Only users who require more specific features can make use of its functionality.

Author: Y-h. Taguchi [aut, cre]

Maintainer: Y-h. Taguchi <tag at>

Citation (from within R, enter citation("TDbasedUFEadv")):


To install this package, start R (version "4.3") and enter:

if (!require("BiocManager", quietly = TRUE))


For older versions of R, please refer to the appropriate Bioconductor release.


To view documentation for the version of this package installed in your system, start R and enter:



HTML R Script Enrichment
HTML R Script Explanation of TDbasedUFEadv
HTML R Script How to use TDbasedUFEadv
PDF   Reference Manual
Text   NEWS


biocViews FeatureExtraction, GeneExpression, MethylationArray, SingleCell, Software
Version 1.0.0
In Bioconductor since BioC 3.17 (R-4.3) (< 6 months)
License GPL-3
Imports TDbasedUFE, Biobase, GenomicRanges, utils, rTensor, methods, graphics, RTCGA, stats, enrichplot, DOSE, STRINGdb, enrichR, hash, shiny
Suggests knitr, rmarkdown, testthat (>= 3.0.0), RTCGA.rnaseq, RTCGA.clinical, BiocStyle, MOFAdata
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report  

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package TDbasedUFEadv_1.0.0.tar.gz
Windows Binary
macOS Binary (x86_64) TDbasedUFEadv_1.0.0.tgz
macOS Binary (arm64) TDbasedUFEadv_1.0.0.tgz
Source Repository git clone
Source Repository (Developer Access) git clone
Bioc Package Browser
Package Short Url
Package Downloads Report Download Stats

Documentation »


R / CRAN packages and documentation

Support »

Please read the posting guide. Post questions about Bioconductor to one of the following locations: