Non-negative matrix factorization under equality constraints -- a study of industrial source identification

DOI10.1016/j.apnum.2014.05.009zbMath1295.65032OpenAlexW2048027558MaRDI QIDQ2509899

A. Limem, G. Delmaire, D. Courcot, Matthieu Puigt, Gilles Roussel

Publication date: 31 July 2014

Published in: Applied Numerical Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.apnum.2014.05.009

zbMATH Keywords

quadratic optimizationscalingnonnegative matrix factorizationair quality

Mathematics Subject Classification ID

Factorization of matrices (15A23) Ecology (92D40) Direct numerical methods for linear systems and matrix inversion (65F05)

Cites Work

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• Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method
• Introducing a weighted non-negative matrix factorization for image classification
• Detection of signals by information theoretic criteria: general asymptotic performance analysis
• Learning the parts of objects by non-negative matrix factorization
• Computing a nonnegative matrix factorization -- provably
• Projected Gradient Methods for Nonnegative Matrix Factorization

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