Link Prediction via Matrix Factorization

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-23783-6_28 ◽

2011 ◽

pp. 437-452 ◽

Cited By ~ 141

Author(s):

Aditya Krishna Menon ◽

Charles Elkan

Keyword(s):

Matrix Factorization ◽

Link Prediction

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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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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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Graph regularized nonnegative matrix factorization for temporal link prediction in dynamic networks

Physica A Statistical Mechanics and its Applications ◽

10.1016/j.physa.2017.12.092 ◽

2018 ◽

Vol 496 ◽

pp. 121-136 ◽

Cited By ~ 28

Author(s):

Xiaoke Ma ◽

Penggang Sun ◽

Yu Wang

Keyword(s):

Matrix Factorization ◽

Link Prediction ◽

Nonnegative Matrix Factorization ◽

Dynamic Networks ◽

Nonnegative Matrix

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Link prediction via nonnegative matrix factorization enhanced by blocks information

2014 10th International Conference on Natural Computation (ICNC) ◽

10.1109/icnc.2014.6975944 ◽

2014 ◽

Cited By ~ 1

Author(s):

Qian Yang ◽

Enming Dong ◽

Zheng Xie

Keyword(s):

Matrix Factorization ◽

Link Prediction ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix

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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 ◽

Cited By ~ 8

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 ◽

Cited By ~ 3

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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A fusion probability matrix factorization framework for link prediction

Knowledge-Based Systems ◽

10.1016/j.knosys.2018.06.005 ◽

2018 ◽

Vol 159 ◽

pp. 72-85 ◽

Cited By ~ 12

Author(s):

Zhiqiang Wang ◽

Jiye Liang ◽

Ru Li

Keyword(s):

Matrix Factorization ◽

Link Prediction ◽

Fusion Probability

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Link Prediction in Sparse Networks by Incidence Matrix Factorization

Journal of Information Processing ◽

10.2197/ipsjjip.25.477 ◽

2017 ◽

Vol 25 (0) ◽

pp. 477-485

Author(s):

Sho Yokoi ◽

Hiroshi Kajino ◽

Hisashi Kashima

Keyword(s):

Matrix Factorization ◽

Link Prediction ◽

Incidence Matrix ◽

Sparse Networks

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Graph regularization weighted nonnegative matrix factorization for link prediction in weighted complex network

Neurocomputing ◽

10.1016/j.neucom.2019.08.068 ◽

2019 ◽

Vol 369 ◽

pp. 50-60 ◽

Cited By ~ 3

Author(s):

Guangfu Chen ◽

Chen Xu ◽

Jingyi Wang ◽

Jianwen Feng ◽

Jiqiang Feng

Keyword(s):

Complex Network ◽

Matrix Factorization ◽

Link Prediction ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Graph Regularization ◽

Weighted Complex Network

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