Detecting evolving communities in dynamic networks using graph regularized evolutionary nonnegative matrix factorization

Physica A Statistical Mechanics and its Applications ◽

10.1016/j.physa.2019.121279 ◽

2019 ◽

Vol 530 ◽

pp. 121279 ◽

Cited By ~ 2

Author(s):

Xiaoke Ma ◽

Dongyuan Li ◽

Shiyin Tan ◽

Zhihao Huang

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Dynamic Networks ◽

Nonnegative Matrix

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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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An Evolutionary Approach Based on Symmetric Nonnegative Matrix Factorization for Community Detection in Dynamic Networks

IEICE Transactions on Information and Systems ◽

10.1587/transinf.2019edl8046 ◽

2019 ◽

Vol E102.D (12) ◽

pp. 2619-2623

Author(s):

Yu PAN ◽

Guyu HU ◽

Zhisong PAN ◽

Shuaihui WANG ◽

Dongsheng SHAO

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Dynamic Networks ◽

Nonnegative Matrix ◽

Evolutionary Approach ◽

Symmetric Nonnegative Matrix Factorization

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Co-regularized nonnegative matrix factorization for evolving community detection in dynamic networks

Information Sciences ◽

10.1016/j.ins.2020.04.031 ◽

2020 ◽

Vol 528 ◽

pp. 265-279

Author(s):

Xiaoke Ma ◽

Benhui Zhang ◽

Changzhou Ma ◽

Zhiyu Ma

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Dynamic Networks ◽

Nonnegative Matrix

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Evolutionary Nonnegative Matrix Factorization Algorithms for Community Detection in Dynamic Networks

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2017.2657752 ◽

2017 ◽

Vol 29 (5) ◽

pp. 1045-1058 ◽

Cited By ~ 45

Author(s):

Xiaoke Ma ◽

Di Dong

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Dynamic Networks ◽

Nonnegative Matrix ◽

Factorization Algorithms

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Nonnegative Matrix Factorization and Document Classification

10.15368/theses.2015.110 ◽

2015 ◽

Author(s):

Stephen Calabrese

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Document Classification

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Hyperspectral Unmixing with Rare Endmembers via Minimax Nonnegative Matrix Factorization

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287456 ◽

2021 ◽

Author(s):

Timothy Marrinan ◽

Nicolas Gillis

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Hyperspectral Unmixing

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Group Nonnegative Matrix Factorization with Sparse Regularization in Multi-set Data

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287756 ◽

2021 ◽

Author(s):

Xiulin Wang ◽

Wenya Liu ◽

Fengyu Cong ◽

Tapani Ristaniemi

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Sparse Regularization

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A new method on class-of-interest oriented spectral unmixing based on nonnegative matrix factorization

Remote Sensing and Smart City ◽

10.2495/rssc140401 ◽

2014 ◽

Author(s):

L.G. Wang ◽

Z.J. Zhao ◽

S.Y. Hao

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Spectral Unmixing ◽

New Method

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Weighted Nonnegative Matrix Factorization for Image Inpainting and Clustering

International Journal of Computational Intelligence Systems ◽

10.2991/ijcis.d.200527.003 ◽

2020 ◽

Author(s):

Xiangguang Dai ◽

Nian Zhang ◽

Keke Zhang ◽

Jiang Xiong

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Image Inpainting

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Local Sparsity Based Online Dictionary Learning for Environment-Adaptive Speech Enhancement with Nonnegative Matrix Factorization

10.21437/interspeech.2016-586 ◽

2016 ◽

Cited By ~ 2

Author(s):

Kwang Myung Jeon ◽

Hong Kook Kim

Keyword(s):

Speech Enhancement ◽

Dictionary Learning ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Online Dictionary Learning

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