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

Hongyi Zhang; Xingyu Niu; Irwin King; Michael R. Lyu

doi:10.1007/s13278-018-0521-2

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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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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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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Overlapping Community Detection in Weighted Graphs: Matrix Factorization Approach

Communications in Computer and Information Science - Intelligent Data Processing ◽

10.1007/978-3-030-35400-8_1 ◽

2019 ◽

pp. 3-14

Author(s):

Konstantin Slavnov ◽

Maxim Panov

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Weighted Graphs ◽

Factorization Approach ◽

Overlapping Community Detection ◽

Overlapping Community

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Overlapping community detection using Bayesian non-negative matrix factorization

Physical Review E ◽

10.1103/physreve.83.066114 ◽

2011 ◽

Vol 83 (6) ◽

Cited By ~ 202

Author(s):

Ioannis Psorakis ◽

Stephen Roberts ◽

Mark Ebden ◽

Ben Sheldon

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Overlapping Community Detection ◽

Overlapping Community ◽

Non Negative Matrix Factorization

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Combining Non-negative Matrix Factorization and Sparse Coding for Functional Brain Overlapping Community Detection

Cognitive Computation ◽

10.1007/s12559-018-9585-6 ◽

2018 ◽

Vol 10 (6) ◽

pp. 991-1005 ◽

Cited By ~ 3

Author(s):

X. Li ◽

Z. Hu ◽

H. Wang

Keyword(s):

Community Detection ◽

Sparse Coding ◽

Matrix Factorization ◽

Overlapping Community Detection ◽

Functional Brain ◽

Overlapping Community ◽

Non Negative Matrix Factorization

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Overlapping Community Detection Using Non-Negative Matrix Factorization With Orthogonal and Sparseness Constraints

IEEE Access ◽

10.1109/access.2017.2783542 ◽

2018 ◽

Vol 6 ◽

pp. 21266-21274 ◽

Cited By ~ 10

Author(s):

Naiyue Chen ◽

Yun Liu ◽

Han-Chieh Chao

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Overlapping Community Detection ◽

Overlapping Community ◽

Non Negative Matrix Factorization

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Autonomous overlapping community detection in temporal networks: A dynamic Bayesian nonnegative matrix factorization approach

Knowledge-Based Systems ◽

10.1016/j.knosys.2016.07.021 ◽

2016 ◽

Vol 110 ◽

pp. 121-134 ◽

Cited By ~ 17

Author(s):

Wenjun Wang ◽

Pengfei Jiao ◽

Dongxiao He ◽

Di Jin ◽

Lin Pan ◽

...

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Temporal Networks ◽

Factorization Approach ◽

Overlapping Community Detection ◽

Overlapping Community

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Overlapping community detection via self-constrained symmetric non-negative matrix factorization

2016 International Conference on Behavioral, Economic and Socio-cultural Computing (BESC) ◽

10.1109/besc.2016.7804477 ◽

2016 ◽

Author(s):

Yu Liu ◽

Bin Wu ◽

Yunlei Zhang ◽

Bai Wang

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Overlapping Community Detection ◽

Overlapping Community ◽

Non Negative Matrix Factorization

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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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Matrix Factorization Framework for Overlapping Community Detection

Encyclopedia of Social Network Analysis and Mining ◽

10.1007/978-1-4614-7163-9_110218-1 ◽

2017 ◽

pp. 1-7

Author(s):

Hongyi Zhang

Keyword(s):

Community Detection ◽

Matrix Factorization ◽

Overlapping Community Detection ◽

Overlapping Community

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