CRAN/E | rBMF

rBMF

Boolean Matrix Factorization

Installation

About

Provides four boolean matrix factorization (BMF) methods. BMF has many applications like data mining and categorical data analysis. BMF is also known as boolean matrix decomposition (BMD) and was found to be an NP-hard (non-deterministic polynomial-time) problem. Currently implemented methods are 'Asso' Miettinen, Pauli and others (2008) doi:10.1109/TKDE.2008.53, 'GreConD' R. Belohlavek, V. Vychodil (2010) doi:10.1016/j.jcss.2009.05.002 , 'GreConDPlus' R. Belohlavek, V. Vychodil (2010) doi:10.1016/j.jcss.2009.05.002 , 'topFiberM' A. Desouki, M. Roeder, A. Ngonga (2019) .

Key Metrics

Version 1.1
R ≥ 3.2.0
Published 2021-01-13 1365 days ago
Needs compilation? no
License GPL-3
CRAN checks rBMF results

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Maintainer

Maintainer

Abdelmoneim Amer Desouki

Authors

Abdelmoneim Amer Desouki

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

rBMF archive

Depends

R ≥ 3.2.0
Matrix
methods
Rcpp