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ScorePlus (version 0.1)

Implementation of SCORE, SCORE+ and Mixed-SCORE

Description

Implementation of community detection algorithm SCORE in the paper J. Jin (2015) , and SCORE+ in J. Jin, Z. Ke and S. Luo (2018) . Membership estimation algorithm called Mixed-SCORE in J. Jin, Z. Ke and S. Luo (2017) .

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Version

Install

install.packages('ScorePlus')

Monthly Downloads

19

Version

0.1

License

GPL-2

Maintainer

Shengming Luo

Last Published

June 14th, 2019

Functions in ScorePlus (0.1)

SCORE

community detection method called SCORE Spectral Clustering On Ratios-of-Eigenvectors (SCORE)
vertexHunting

Vertex hunting algorithm to find the cluster centers
getMembership

calculated the membership of each node given ratio matrix and community centers
getMaxDist

find the maxinum distance from the convex hull formed by the chosen K vertices
SCOREplus

community detection method called SCORE+
mixedSCORE

Membership estimation algorithm called mixedSCORE
vertexSearch

select the K vertices from given L centers