Class Discovery via Nonnegative Matrix Factorization

DOI10.1080/01966324.2008.10737738zbMath1175.62115OpenAlexW2004654930WikidataQ58141099 ScholiaQ58141099MaRDI QIDQ5324081

Karthik Devarajan, Nader Ebrahimi

Publication date: 3 August 2009

Published in: American Journal of Mathematical and Management Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/01966324.2008.10737738

zbMATH Keywords

Kullback-Leibler divergencedimensionality reductionnonnegative matrix factorizationRenyi's divergencegene expression matrix

Mathematics Subject Classification ID

Related Items (5)

A statistical framework for non-negative matrix factorization based on generalized dual divergence ⋮ A Quasi-Likelihood Approach to Nonnegative Matrix Factorization ⋮ On Nonnegative Matrix Factorization Algorithms for Signal-Dependent Noise with Application to Electromyography Data ⋮ Updating/downdating the NonNegative Matrix Factorization ⋮ A unified statistical approach to non-negative matrix factorization and probabilistic latent semantic indexing

Uses Software

• R

Cites Work

• Learning the parts of objects by non-negative matrix factorization
• Unnamed Item

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