Toward quality assessment of Boolean matrix factorizations

DOI10.1016/j.ins.2018.05.016zbMath1440.68249OpenAlexW2802861020WikidataQ114167441 ScholiaQ114167441MaRDI QIDQ2198096

Martin Trnecka, Jan Outrata, Radim Bělohlávek

Publication date: 9 September 2020

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2018.05.016

zbMATH Keywords

algorithmmatrix factorizationBoolean matrixquality assessment

Mathematics Subject Classification ID

Analysis of algorithms (68W40) Factorization of matrices (15A23) Boolean and Hadamard matrices (15B34) Computational aspects of data analysis and big data (68T09)

Related Items (2)

Boolean matrix factorization based on collaborative neurodynamic optimization with Boltzmann machines ⋮ From-below Boolean matrix factorization algorithm based on MDL

Uses Software

• UCI-ml
• BMDP

Cites Work

• Discovery of optimal factors in binary data via a novel method of matrix decomposition
• Summarizing transactional databases with overlapped hyperrectangles
• From-below approximations in Boolean matrix factorization: geometry and new algorithm
• A mathematical analysis of human leukocyte antigen serology
• Impact of Boolean factorization as preprocessing methods for classification of Boolean data
• Nearly Tight Approximability Results for Minimum Biclique Cover and Partition
• Discovery Science
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