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

Physica A Statistical Mechanics and its Applications ◽

10.1016/j.physa.2019.122882 ◽

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

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Semi-supervised link prediction based on non-negative matrix factorization for temporal networks

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2021.110769 ◽

2021 ◽

Vol 145 ◽

pp. 110769

Author(s):

Ting Zhang ◽

Kun Zhang ◽

Xun Li ◽

Laishui Lv ◽

Qi Sun

Keyword(s):

Matrix Factorization ◽

Link Prediction ◽

Temporal Networks ◽

Non Negative Matrix Factorization

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Temporal Link Prediction for Cancer Networks using Structural Consistency Regularized Non-negative Matrix Factorization

10.1109/bibm52615.2021.9669664 ◽

2021 ◽

Author(s):

Junyao Zhang ◽

Xiaogang Liu ◽

Xiaoke Ma

Keyword(s):

Matrix Factorization ◽

Link Prediction ◽

Structural Consistency ◽

Cancer Networks ◽

Non Negative Matrix Factorization

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Kernel framework based on non-negative matrix factorization for networks reconstruction and link prediction

Knowledge-Based Systems ◽

10.1016/j.knosys.2017.09.020 ◽

2017 ◽

Vol 137 ◽

pp. 104-114 ◽

Author(s):

Wenjun Wang ◽

Yiding Feng ◽

Pengfei Jiao ◽

Wei Yu

Keyword(s):

Matrix Factorization ◽

Link Prediction ◽

Non Negative Matrix Factorization

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Adaptive Multiple Non-negative Matrix Factorization for Temporal Link Prediction in Dynamic Networks

Proceedings of the 2018 Workshop on Network Meets AI & ML - NetAI'18 ◽

10.1145/3229543.3229546 ◽

2018 ◽

Author(s):

Kai Lei ◽

Meng Qin ◽

Bo Bai ◽

Gong Zhang

Keyword(s):

Matrix Factorization ◽

Link Prediction ◽

Dynamic Networks ◽

Non Negative Matrix Factorization

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Non-negative Matrix Factorization with Symmetric Manifold Regularization

Neural Processing Letters ◽

10.1007/s11063-019-10111-y ◽

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

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Label-Informed Non-negative Matrix Factorization with Manifold Regularization for Discriminative Subnetwork Detection

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46720-7_20 ◽

2016 ◽

pp. 166-174

Author(s):

Takanori Watanabe ◽

Birkan Tunc ◽

Drew Parker ◽

Junghoon Kim ◽

Ragini Verma

Keyword(s):

Matrix Factorization ◽

Manifold Regularization ◽

Non Negative Matrix Factorization

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Nonnegative matrix factorization for link prediction in directed complex networks using PageRank and asymmetric link clustering information

Expert Systems with Applications ◽

10.1016/j.eswa.2020.113290 ◽

2020 ◽

Vol 148 ◽

pp. 113290

Author(s):

Guangfu Chen ◽

Chen Xu ◽

Jingyi Wang ◽

Jianwen Feng ◽

Jiqiang Feng

Keyword(s):

Complex Networks ◽

Matrix Factorization ◽

Link Prediction ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Asymmetric Link

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A perturbation-based framework for link prediction via non-negative matrix factorization

Scientific Reports ◽

10.1038/srep38938 ◽

2016 ◽

Vol 6 (1) ◽

Author(s):

Wenjun Wang ◽

Fei Cai ◽

Pengfei Jiao ◽

Lin Pan

Keyword(s):

Matrix Factorization ◽

Link Prediction ◽

Non Negative Matrix Factorization

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Multi-view data clustering via non-negative matrix factorization with manifold regularization

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-021-01307-7 ◽

2021 ◽

Author(s):

Ghufran Ahmad Khan ◽

Jie Hu ◽

Tianrui Li ◽

Bassoma Diallo ◽

Hongjun Wang

Keyword(s):

Matrix Factorization ◽

Data Clustering ◽

Manifold Regularization ◽

Non Negative Matrix Factorization

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Link prediction based on non-negative matrix factorization

PLoS ONE ◽

10.1371/journal.pone.0182968 ◽

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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