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Network structure exploration in networks with node attributes

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Publication:1619264
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DOI10.1016/j.physa.2015.12.133zbMath1400.62056OpenAlexW2227851241MaRDI QIDQ1619264

Buzhou Tang, Xin Xiang, Yi Chen, Junzhao Bu, Xiao-Long Wang

Publication date: 13 November 2018

Published in: Physica A (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.physa.2015.12.133


zbMATH Keywords

network structureBayesian nonparametric modelnode attributesstructure exploration


Mathematics Subject Classification ID

Nonparametric estimation (62G05) Bayesian inference (62F15)


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Mixture models with entropy regularization for community detection in networks ⋮ A generative model for exploring structure regularities in attributed networks ⋮ Graphical Assistant Grouped Network Autoregression Model: A Bayesian Nonparametric Recourse



Cites Work

  • Unnamed Item
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  • An introduction to MCMC for machine learning
  • Slice sampling. (With discussions and rejoinder)
  • Combinatorial stochastic processes. Ecole d'Eté de Probabilités de Saint-Flour XXXII -- 2002.
  • Mixture models and exploratory analysis in networks
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