Community Detection Using Node Attributes: A Non-negative Matrix Factorization Approach

Computational Intelligence: Theories, Applications and Future Directions - Volume I - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-13-1132-1_22 ◽

2018 ◽

pp. 275-285 ◽

Cited By ~ 1

Author(s):

Pranav Nerurkar ◽

Madhav Chandane ◽

Sunil Bhirud

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Factorization Approach ◽

Node Attributes ◽

Non Negative Matrix Factorization

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Symmetry-constrained Non-negative Matrix Factorization Approach for Highly-Accurate Community Detection

10.1109/case49439.2021.9551446 ◽

2021 ◽

Author(s):

Zhigang Liu ◽

Xin Luo ◽

MengChu Zhou

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Factorization Approach ◽

Non Negative Matrix Factorization

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From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach

Advanced Data Mining and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-319-69179-4_13 ◽

2017 ◽

pp. 180-194

Author(s):

Xingyu Niu ◽

Hongyi Zhang ◽

Micheal R. Lyu ◽

Irwin King

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Factorization Approach ◽

Overlapping Community Detection ◽

Overlapping Community ◽

Non Negative Matrix Factorization

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Overlapping community detection with preference and locality information: a non-negative matrix factorization approach

Social Network Analysis and Mining ◽

10.1007/s13278-018-0521-2 ◽

2018 ◽

Vol 8 (1) ◽

Cited By ~ 1

Author(s):

Hongyi Zhang ◽

Xingyu Niu ◽

Irwin King ◽

Michael R. Lyu

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Factorization Approach ◽

Overlapping Community Detection ◽

Overlapping Community ◽

Locality Information ◽

Non Negative Matrix Factorization

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CuSNMF: A Sparse Non-Negative Matrix Factorization Approach for Large-Scale Collaborative Filtering Recommender Systems on Multi-GPU

2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC) ◽

10.1109/ispa/iucc.2017.00172 ◽

2017 ◽

Cited By ~ 1

Author(s):

Hao Li ◽

Kenli Li ◽

Jiwu Peng ◽

Keqin Li

Keyword(s):

Collaborative Filtering ◽

Recommender Systems ◽

Matrix Factorization ◽

Large Scale ◽

Factorization Approach ◽

Non Negative Matrix Factorization

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MSdB-NMF: MultiSpectral Document Image Binarization Framework via Non-Negative Matrix Factorization Approach

IEEE Transactions on Image Processing ◽

10.1109/tip.2020.3023613 ◽

2020 ◽

Vol 29 ◽

pp. 9099-9112

Author(s):

Yaser Esmaeili Salehani ◽

Ehsan Arabnejad ◽

Abderrahmane Rahiche ◽

Athmane Bakhta ◽

Mohamed Cheriet

Keyword(s):

Matrix Factorization ◽

Document Image ◽

Image Binarization ◽

Factorization Approach ◽

Document Image Binarization ◽

Non Negative Matrix Factorization

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A Constrained Non-Negative Matrix Factorization Approach to Unmix Highly Mixed Hyperspectral Data

2007 IEEE International Conference on Image Processing ◽

10.1109/icip.2007.4379123 ◽

2007 ◽

Cited By ~ 4

Author(s):

Lidan Miao ◽

Hairong Qi

Keyword(s):

Matrix Factorization ◽

Hyperspectral Data ◽

Factorization Approach ◽

Non Negative Matrix Factorization

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Semi-supervised community detection based on non-negative matrix factorization with node popularity

Information Sciences ◽

10.1016/j.ins.2016.11.028 ◽

2017 ◽

Vol 381 ◽

pp. 304-321 ◽

Cited By ~ 30

Author(s):

Xiao Liu ◽

Wenjun Wang ◽

Dongxiao He ◽

Pengfei Jiao ◽

Di Jin ◽

...

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Non Negative Matrix Factorization

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Symmetric Non-negative Matrix Factorization Based Link Partition Method for Overlapping Community Detection

2015 IEEE International Conference on Systems, Man, and Cybernetics ◽

10.1109/smc.2015.384 ◽

2015 ◽

Cited By ~ 2

Author(s):

Xiang Zhang ◽

Naiyang Guan ◽

Wenju Zhang ◽

Xuhui Huang ◽

Shuyi Wu ◽

...

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Overlapping Community Detection ◽

Overlapping Community ◽

Partition Method ◽

Non Negative Matrix Factorization

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A Non-negative Matrix Factorization approach to state estimation in stochastic systems

2009 IEEE/SP 15th Workshop on Statistical Signal Processing ◽

10.1109/ssp.2009.5278512 ◽

2009 ◽

Author(s):

Yuzhen Xue ◽

Thordur Runolfsson

Keyword(s):

State Estimation ◽

Matrix Factorization ◽

Stochastic Systems ◽

Factorization Approach ◽

Non Negative Matrix Factorization

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A multi-view-group non-negative matrix factorization approach for automatic image annotation

Multimedia Tools and Applications ◽

10.1007/s11042-017-5279-4 ◽

2017 ◽

Vol 77 (13) ◽

pp. 17109-17129 ◽

Cited By ~ 2

Author(s):

Roya Rad ◽

Mansour Jamzad

Keyword(s):

Matrix Factorization ◽

Image Annotation ◽

Automatic Image Annotation ◽

Factorization Approach ◽

Non Negative Matrix Factorization

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