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Temporal Link Prediction for Cancer Networks using Structural Consistency Regularized Non-negative Matrix Factorization
Mapping Intimacies
◽
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
Download Full-text
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References
Semi-supervised link prediction based on non-negative matrix factorization for temporal networks
Chaos Solitons & Fractals
◽
10.1016/j.chaos.2021.110769
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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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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
◽
Cited By ~ 8
Author(s):
Wenjun Wang
◽
Yiding Feng
◽
Pengfei Jiao
◽
Wei Yu
Keyword(s):
Matrix Factorization
◽
Link Prediction
◽
Non Negative Matrix Factorization
Download Full-text
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
Download Full-text
A perturbation-based framework for link prediction via non-negative matrix factorization
Scientific Reports
◽
10.1038/srep38938
◽
2016
◽
Vol 6
(1)
◽
Cited By ~ 21
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
◽
Cited By ~ 12
Author(s):
Bolun Chen
◽
Fenfen Li
◽
Senbo Chen
◽
Ronglin Hu
◽
Ling Chen
Keyword(s):
Matrix Factorization
◽
Link Prediction
◽
Non Negative Matrix Factorization
Download Full-text
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
◽
Cited By ~ 16
Keyword(s):
Matrix Factorization
◽
Link Prediction
◽
Dynamic Networks
◽
Non Negative Matrix Factorization
Download Full-text
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
Download Full-text
A Unified Framework for Link Prediction Based on Non-Negative Matrix Factorization with Coupling Multivariate Information v1 (protocols.io.rnvd5e6)
protocols.io
◽
10.17504/protocols.io.rnvd5e6
◽
2018
◽
Author(s):
Wenjun Wang
◽
Minghu Tang
◽
Pengfei Jiao
Keyword(s):
Matrix Factorization
◽
Link Prediction
◽
Unified Framework
◽
Non Negative Matrix Factorization
Download Full-text
Link prediction by deep non-negative matrix factorization
Expert Systems with Applications
◽
10.1016/j.eswa.2021.115991
◽
2021
◽
pp. 115991
Author(s):
Guangfu Chen
◽
Haibo Wang
◽
Yili Fang
◽
Ling Jiang
Keyword(s):
Matrix Factorization
◽
Link Prediction
◽
Non Negative Matrix Factorization
Download Full-text
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