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Advances in cancer DNA methylation analysis with methPLIER: use of non-negative matrix factorization and knowledge-based constraints to enhance biological interpretability. [PDF]

open access: yesExp Mol Med
Takasawa K   +20 more
europepmc   +1 more source

Accelerated spike-triggered non-negative matrix factorization reveals coordinated ganglion cell subunit mosaics in the primate retina

open access: yes
Zapp SJ   +9 more
europepmc   +1 more source
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Deep Non-Negative Matrix Factorization Architecture Based on Underlying Basis Images Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
Huiyang Wang, Yang Zhao, Jihong Pei
exaly  

Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering

Pattern Recognition, 2022
Khanh Ngoc Thi Luong   +2 more
exaly  

Multi-view clustering guided by unconstrained non-negative matrix factorization

Knowledge-Based Systems, 2023
Ping Deng, Hongjun Wang, Tianrui Li
exaly  

Robust Manhattan non-negative matrix factorization for image recovery and representation

Information Sciences, 2020
Huaqing Li, Fangzheng Xue, Xiaojie Su
exaly  

Semi-supervised non-negative matrix tri-factorization with adaptive neighbors and block-diagonal learning

Engineering Applications of Artificial Intelligence, 2023
Weigang Li, Songtao Li
exaly  

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