Orthogonal dual graph-regularized nonnegative matrix factorization for co-clustering

DOI10.1007/s10915-021-01489-wzbMath1466.62359OpenAlexW3155437292MaRDI QIDQ831249

Zhong Wan, Jiayi Tang

Publication date: 11 May 2021

Published in: Journal of Scientific Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10915-021-01489-w

zbMATH Keywords

fast algorithmoptimization modelmachine learningnonnegative matrix factorization

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Factorization of matrices (15A23) Learning and adaptive systems in artificial intelligence (68T05) Probabilistic graphical models (62H22)

Related Items (3)

A new nonmonotone spectral projected gradient algorithm for box-constrained optimization problems in \(m \times n\) real matrix space with application in image clustering ⋮ Robust local-coordinate non-negative matrix factorization with adaptive graph for robust clustering ⋮ An alternating nonmonotone projected Barzilai-Borwein algorithm of nonnegative factorization of big matrices

Cites Work

• Unnamed Item
• Graph dual regularization non-negative matrix factorization for co-clustering
• On the equivalence between non-negative matrix factorization and probabilistic latent semantic indexing
• An extended nonmonotone line search technique for large-scale unconstrained optimization
• A modified spectral PRP conjugate gradient projection method for solving large-scale monotone equations and its application in compressed sensing
• Orthogonal nonnegative matrix tri-factorization based on Tweedie distributions
• Low-rank nonnegative matrix factorization on Stiefel manifold
• Principal component analysis: a review and recent developments
• NEW ADAPTIVE BARZILAI–BORWEIN STEP SIZE AND ITS APPLICATION IN SOLVING LARGE-SCALE OPTIMIZATION PROBLEMS
• The Geometry of Algorithms with Orthogonality Constraints
• A Multilinear Singular Value Decomposition
• Learning the parts of objects by non-negative matrix factorization

This page was built for publication: Orthogonal dual graph-regularized nonnegative matrix factorization for co-clustering