Results 161 to 170 of about 21,847 (188)

Symmetric nonnegative matrix factorization with elastic-net regularized block-wise weighted representation for clustering

Pattern Analysis and Applications, 2022
Ulises Rodríguez-Domínguez, Oscar Dalmau   +1 more
semanticscholar   +1 more source

Adaptive computation of the Symmetric Nonnegative Matrix Factorization (NMF)

2018
Nonnegative Matrix Factorization (NMF), first proposed in 1994 for data analysis, has received successively much attention in a great variety of contexts such as data mining, text clustering, computer vision, bioinformatics, etc. In this paper the case of a symmetric matrix is considered and the symmetric nonnegative matrix factorization (SymNMF) is ...
P. Favati (1), G. Lotti (2), O. Menchi (3), F. Romani (3)   +3 more
openaire   +1 more source

ESNMF: Evolutionary Symmetric Nonnegative Matrix Factorization for Dissecting Dynamic Microbial Networks

2018
Dynamic network is drawing more and more attention due to its potential in capturing time-dependent phenomena such as online public opinion and biological system. Microbial interaction networks that model the microbial system are often dynamic, static analysis methods are difficult to obtain reliable knowledge on evolving communities.
Yuanyuan Ma, Xiaohua Hu, Tingting He, Xianchao Zhu, Meijun Zhou, Xingpeng Jiang   +5 more
openaire   +1 more source

The biofilm matrix: multitasking in a shared space

Nature Reviews Microbiology, 2022
Hans-Curt Flemming, Eric D Van Hullebusch, Thomas R Neu   +2 more
exaly  

Extracellular vesicle–matrix interactions

Nature Reviews Materials, 2023
, Jae-won Shin
exaly  

Analysis of deep non-smooth symmetric nonnegative matrix factorization on hierarchical clustering

Applied intelligence (Boston)
Shunli Li, Linzhang Lu, Qilong Liu, Zhen Chen   +3 more
semanticscholar   +1 more source

Orthogonal Symmetric Nonnegative Matrix Factorization With Low-Rank Tensor Representation for Multilayer Network Community Detection

IEEE Transactions on Computational Social Systems
Hangjun Che, Qianlong Zhou, Yuqi Yang, Yiyan Han, Hongfei Li, Xing He   +5 more
semanticscholar   +1 more source

Weighted symmetric nonnegative matrix factorization and graph-boosting to improve the attributed graph clustering

Engineering applications of artificial intelligence
Shunlei Li, Lili Wan, Yin Zhang, Lixia Luo   +3 more
semanticscholar   +1 more source

Efficient method for symmetric nonnegative matrix factorization with an approximate augmented Lagrangian scheme

Journal of Computational and Applied Mathematics
Hong Zhu, Chenchen Niu, Yongjin Liang
semanticscholar   +1 more source

The matrix in cancer

Nature Reviews Cancer, 2021
Thomas Cox
exaly