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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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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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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Nonnegative matrix factorization algorithms for link prediction in temporal networks using graph communicability

Pattern Recognition ◽

10.1016/j.patcog.2017.06.025 ◽

2017 ◽

Vol 71 ◽

pp. 361-374 ◽

Author(s):

Xiaoke Ma ◽

Penggang Sun ◽

Guimin Qin

Keyword(s):

Matrix Factorization ◽

Link Prediction ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Temporal Networks ◽

Factorization Algorithms

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A non-negative matrix factorization approach to update communities in temporal networks using node features

Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ◽

10.1145/3341161.3343677 ◽

2019 ◽

Author(s):

Renny Márquez ◽

Richard Weber ◽

André C. P. L. F. de Carvalho

Keyword(s):

Matrix Factorization ◽

Temporal Networks ◽

Factorization Approach ◽

Non Negative Matrix Factorization

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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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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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DeepEye: Link prediction in dynamic networks based on non-negative matrix factorization

Big Data Mining and Analytics ◽

10.26599/bdma.2017.9020002 ◽

2018 ◽

Vol 1 (1) ◽

pp. 19-33 ◽

Keyword(s):

Matrix Factorization ◽

Link Prediction ◽

Dynamic Networks ◽

Non Negative Matrix Factorization

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Graph Regularized Non-negative Matrix Factorization for Temporal Link Prediction Based on Communicability

Journal of the Physical Society of Japan ◽

10.7566/jpsj.88.074002 ◽

2019 ◽

Vol 88 (7) ◽

pp. 074002

Author(s):

Ting Zhang ◽

Kun Zhang ◽

Laishui Lv ◽

Dalal Bardou

Keyword(s):

Matrix Factorization ◽

Link Prediction ◽

Non Negative Matrix Factorization

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