Discovery of optimal factors in binary data via a novel method of matrix decomposition
type: Item
instance of: scholarly article
published in: Journal of Computer and System Sciences
volume: 76
issue: 1
page(s): 3-20
publication date: 2010-02-01T00:00:00Z
publication date: 2010-01-08T00:00:00Z
author: Radim Belohlavek
author: Vilem Vychodil
title: Discovery of optimal factors in binary data via a novel method of matrix decomposition
zbMATH Open document ID: 1180.15026
Mathematics Subject Classification ID: 15B34
Mathematics Subject Classification ID: 15A23
Mathematics Subject Classification ID: 65F30
zbMATH DE Number: 5655260
zbMATH Keywords: binary matrix decomposition
zbMATH Keywords: numerical examples
zbMATH Keywords: binary data
zbMATH Keywords: formal concept analysis
zbMATH Keywords: concept lattice
zbMATH Keywords: Boolean factor analysis
zbMATH Keywords: greedy approximation algorithm
Wikidata QID: Q113643215
describes a project that uses: UCI-ml
MaRDI profile type: Publication
full work available at URL: j.jcss.2009.05.002
OpenAlex ID: W2026235741
cites work: Concept lattices and order in fuzzy logic
cites work: Fast factorization by similarity in formal concept analysis of data with fuzzy attributes
cites work: Q4674794
cites work: Introduction to algorithms
cites work: Q4230685
cites work: Discovery Science
cites work: Non-dual fuzzy connections
cites work: Q5543977
cites work: Q3958592
cites work: Q3281052
cites work: Comparing performance of algorithms for generating concept lattices
cites work: Learning the parts of objects by non-negative matrix factorization
cites work: A mathematical analysis of human leukocyte antigen serology
cites work: Fast Access to Concepts in Concept Lattices via Bidirectional Associative Memories
cites work: Q3952147
DOI: 10.1016/J.JCSS.2009.05.002
Recommended article: Optimal factorization of three-way binary data using triadic concepts
Recommended article: A novel framework for detecting maximally banded matrices in binary data
Recommended article: An implicitization challenge for binary factor analysis
Recommended article: Determinant Optimization on Binary Matrices
Recommended article: Principal component analysis of binary data by iterated singular value decomposition
Recommended article: A likelihood-based boosting algorithm for factor analysis models with binary data
description: scientific article; zbMATH DE number 5655260