Robust non-negative matrix factorization for link prediction in complex networks using manifold regularization and sparse learning

2020 ◽  
Vol 539 ◽  
pp. 122882
Author(s):  
Guangfu Chen ◽  
Chen Xu ◽  
Jingyi Wang ◽  
Jianwen Feng ◽  
Jiqiang Feng
Keyword(s):  
Complex Networks ◽  
Matrix Factorization ◽  
Link Prediction ◽  
Sparse Learning ◽  
Manifold Regularization ◽  
Non Negative Matrix Factorization

Non-negative Matrix Factorization with Symmetric Manifold Regularization

2019 ◽  
Vol 51 (1) ◽  
pp. 723-748 ◽  
Author(s):  
Shangming Yang ◽  
Yongguo Liu ◽  
Qiaoqin Li ◽  
Wen Yang ◽  
Yi Zhang ◽  
...  
Keyword(s):  
Matrix Factorization ◽  
Manifold Regularization ◽  
Symmetric Manifold ◽  
Non Negative Matrix Factorization

scholarly journals Link prediction based on non-negative matrix factorization

PLoS ONE ◽  
2017 ◽  
Vol 12 (8) ◽  
pp. e0182968 ◽  
Author(s):  
Bolun Chen ◽  
Fenfen Li ◽  
Senbo Chen ◽  
Ronglin Hu ◽  
Ling Chen
Keyword(s):  
Matrix Factorization ◽  
Link Prediction ◽  
Non Negative Matrix Factorization
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