Quadratic nonnegative matrix factorization

DOI10.1016/j.patcog.2011.10.014zbMath1231.65076OpenAlexW1968288349MaRDI QIDQ663378

Zhirong Yang, Erkki Oja

Publication date: 14 February 2012

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2011.10.014

zbMATH Keywords

clusteringstochasticitygraph partitioningorthogonalitygraph matchingnonnegative matrix factorizationmultiplicative updatehidden Markov chain model

Mathematics Subject Classification ID

Related Items (2)

Adaptive non-negative projective semi-supervised learning for inductive classification ⋮ Non-negativity constraints on the pre-image for pattern recognition with kernel machines

Uses Software

• t-SNE

Cites Work

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• On the equivalence between non-negative matrix factorization and probabilistic latent semantic indexing
• Mixed membership stochastic blockmodels
• A Generalized Divergence Measure for Nonnegative Matrix Factorization
• Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis
• An eigendecomposition approach to weighted graph matching problems
• Fast Projection‐Based Methods for the Least Squares Nonnegative Matrix Approximation Problem
• Learning the parts of objects by non-negative matrix factorization
• Projected Gradient Methods for Nonnegative Matrix Factorization

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