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rBMF

Boolean Matrix Factorization

v1.1 · Jan 13, 2021 · GPL-3

Description

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) <arXiv:1903.10326>.

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Maintainer: ‘Abdelmoneim Amer Desouki <desouki@hhu.de>’

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                    family = "Desouki",
                    role = c("aut", "cre"),
                    email = "desouki@hhu.de")
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The Description field contains
  Desouki, M. Roeder, A. Ngonga (2019) <arXiv:1903.10326>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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CRAN incoming feasibility

Maintainer: ‘Abdelmoneim Amer Desouki <desouki@hhu.de>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Abdelmoneim", "Amer"),
                    family = "Desouki",
                    role = c("aut", "cre"),
                    email = "desouki@hhu.de")
as necessary.

The Description field contains
  Desouki, M. Roeder, A. Ngonga (2019) <arXiv:1903.10326>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Abdelmoneim Amer Desouki <desouki@hhu.de>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Abdelmoneim", "Amer"),
                    family = "Desouki",
                    role = c("aut", "cre"),
                    email = "desouki@hhu.de")
as necessary.

The Description field contains
  Desouki, M. Roeder, A. Ngonga (2019) <arXiv:1903.10326>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Abdelmoneim Amer Desouki <desouki@hhu.de>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Abdelmoneim", "Amer"),
                    family = "Desouki",
                    role = c("aut", "cre"),
                    email = "desouki@hhu.de")
as necessary.

The Description field contains
  Desouki, M. Roeder, A. Ngonga (2019) <arXiv:1903.10326>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Code

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Dependency Network

Dependencies Reverse dependencies Matrix Rcpp rBMF

Version History

3 tracked
new 1.1 Mar 10, 2026
updated 1.1 ← 1.0 diff Jan 12, 2021
new 1.0 Jun 24, 2020