Stochastic block models for community detection in heterogeneous networks

Mapping Intimacies ◽

10.22541/au.163828271.15780953/v1 ◽

2021 ◽

Author(s):

Hamed Kabiri Kenari

Keyword(s):

Community Detection ◽

Heterogeneous Networks ◽

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Consistency of community detection in networks under degree-corrected stochastic block models

The Annals of Statistics ◽

10.1214/12-aos1036 ◽

2012 ◽

Vol 40 (4) ◽

pp. 2266-2292 ◽

Author(s):

Yunpeng Zhao ◽

Elizaveta Levina ◽

Ji Zhu

Keyword(s):

Community Detection ◽

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A scalable community detection algorithm for large graphs using stochastic block models

Intelligent Data Analysis ◽

10.3233/ida-179999 ◽

2018 ◽

Vol 22 (1) ◽

pp. 239

Author(s):

Chengbin Peng ◽

Zhihua Zhang ◽

Ka-Chun Wong ◽

Xiangliang Zhang ◽

David E. Keyes

Keyword(s):

Community Detection ◽

Detection Algorithm ◽

Large Graphs ◽

Community Detection Algorithm ◽

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Towards Community Detection in Locally Heterogeneous Networks

Proceedings of the 2011 SIAM International Conference on Data Mining ◽

10.1137/1.9781611972818.34 ◽

2011 ◽

Author(s):

Charu C. Aggarwal ◽

Yan Xie ◽

Philip S. Yu

Keyword(s):

Community Detection ◽

Heterogeneous Networks

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Contextual Information Based Community Detection in Attributed Heterogeneous Networks

IEEE Latin America Transactions ◽

10.1109/tla.2019.8863169 ◽

2019 ◽

Vol 17 (02) ◽

pp. 236-244

Author(s):

Marcio Dias ◽

Paulo Braz ◽

Eduardo Bezerra ◽

Ronaldo Goldschmidt

Keyword(s):

Community Detection ◽

Heterogeneous Networks ◽

Contextual Information

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A scalable community detection algorithm for large graphs using stochastic block models

Intelligent Data Analysis ◽

10.3233/ida-163156 ◽

2017 ◽

Vol 21 (6) ◽

pp. 1463-1485 ◽

Author(s):

Chengbin Peng ◽

Zhihua Zhang ◽

Ka-Chun Wong ◽

Xiangliang Zhang ◽

David E. Keyes

Keyword(s):

Community Detection ◽

Detection Algorithm ◽

Large Graphs ◽

Community Detection Algorithm ◽

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Community Detection in General Stochastic Block models: Fundamental Limits and Efficient Algorithms for Recovery

2015 IEEE 56th Annual Symposium on Foundations of Computer Science ◽

10.1109/focs.2015.47 ◽

2015 ◽

Author(s):

Emmanuel Abbe ◽

Colin Sandon

Keyword(s):

Community Detection ◽

Efficient Algorithms ◽

Fundamental Limits ◽

Block Models ◽

General Stochastic

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Community detection on heterogeneous networks by multiple semantic-path clustering

2014 6th International Conference on Computational Aspects of Social Networks ◽

10.1109/cason.2014.6920424 ◽

2014 ◽

Author(s):

Qinxue Meng ◽

Siamak Tafavogh ◽

Paul J. Kennedy

Keyword(s):

Community Detection ◽

Heterogeneous Networks

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Community Detection Algorithm for Heterogeneous Networks Based on Central Node and Seed Community Extension

10.1109/ctisc52352.2021.00040 ◽

2021 ◽

Author(s):

Qichao Peng ◽

Kebin Chen ◽

Qi Liu ◽

Yaofeng Su ◽

Yunjun Lu

Keyword(s):

Community Detection ◽

Heterogeneous Networks ◽

Detection Algorithm ◽

Central Node ◽

Community Detection Algorithm

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Active learning for community detection in stochastic block models

2016 IEEE International Symposium on Information Theory (ISIT) ◽

10.1109/isit.2016.7541627 ◽

2016 ◽

Author(s):

Akshay Gadde ◽

Eyal En Gad ◽

Salman Avestimehr ◽

Antonio Ortega

Keyword(s):

Active Learning ◽

Community Detection ◽

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Community detection in bipartite networks with stochastic block models

Physical Review E ◽

10.1103/physreve.102.032309 ◽

2020 ◽

Vol 102 (3) ◽

Author(s):

Tzu-Chi Yen ◽

Daniel B. Larremore

Keyword(s):

Community Detection ◽

Bipartite Networks ◽

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