Robust structure preserving nonnegative matrix factorization for dimensionality reduction

DOI10.1155/2016/7474839zbMath1400.65023OpenAlexW2473110821WikidataQ59141183 ScholiaQ59141183MaRDI QIDQ1793532

Yandong Tang, Zhi Han, Bingfeng Li

Publication date: 12 October 2018

Published in: Mathematical Problems in Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2016/7474839

Mathematics Subject Classification ID

Factorization of matrices (15A23) Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

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• Supervised optimal locality preserving projection
• Multiple graph regularized nonnegative matrix factorization
• Robust (Semi) Nonnegative Graph Embedding
• Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
• Learning the parts of objects by non-negative matrix factorization
• Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent

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