Hierarchical Community Detection by Recursive Partitioning

Hierarchical community detection on networks by a recursive spectral partitioning strategy, which is shown to be effective and efficient in Li, Lei, Bhattacharyya, Sarkar, Bickel, and Levina (2018) . The package also includes a data generating function for a binary tree stochastic block model, a special case of stochastic block model that admits hierarchy between communities.


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install.packages("HCD")

0.1 by Tianxi Li, a year ago


Browse source code at https://github.com/cran/HCD


Authors: Tianxi Li , Lihua Lei , Sharmodeep Bhattacharyya , Purnamrita Sarkar , Peter Bickel , and Elizaveta Levina


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Matrix, stats, methods, randnet, RSpectra, irlba, data.tree, data.table, stringr, dendextend


See at CRAN