centiserve (version 1.0.0)

Find Graph Centrality Indices

Description

Calculates centrality indices additional to the 'igraph' package centrality functions.

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Version

Install

install.packages('centiserve')

Monthly Downloads

385

Version

1.0.0

License

GPL (>= 2)

Maintainer

Mahdi Jalili

Last Published

July 15th, 2017

Functions in centiserve (1.0.0)

closeness.residual

Find the residual closeness centrality

closeness.vitality

Find the closeness vitality centrality in a strongly connected graph

centroid

Find the centroid value of graph vertices

closeness.currentflow

Find current-flow closeness centrality

bottleneck

Find the BottleNeck centrality score

centiserve-package

Functions to find graph centrality indices

averagedis

Find the average distance of a node

barycenter

Find the barycenter centrality score

communitycent

Find the community-based node centrality

dmnc

Find the density of maximum neighborhood component (DMNC) in a graph

entropy

Find the entropy centrality in a graph

crossclique

Find the cross-clique connectivity (centrality)

laplacian

Find the laplacian centrality

leaderrank

Find the LeaderRank in a directed graph

semilocal

Find the semi local centrality (or local centrality)

topocoefficient

Find the topological coefficient of a node in a undirected graph

decay

Find the decay centrality of a given vertex

diffusion.degree

Find the variant (Latora) closeness centrality in a disconnected graph

mnc

Find the maximum neighborhood component (MNC)

pairwisedis

Find the pairwise disconnectivity index

epc

Find the edge percolated component (EPC) in a graph

geokpath

Find the geodesic k-path centrality

leverage

Find the leverage centrality

lincent

Find the lin centrality in a graph

closeness.freeman

Find the closeness centrality in a strongly connected graph

closeness.latora

Find the variant (Latora) closeness centrality in a disconnected graph

clusterrank

Find the ClusterRank ranks in a graph

communibet

Find the communicability betweenness centrality

hubbell

Find the Hubbell centrality or the Hubbell Index

katzcent

Find the Katz centrality (Katz Status Index)

radiality

Find the radiality centrality in a graph

salsa

Find the SALSA as 'hub' or 'authority' score

lobby

Find the lobby index (centrality)

markovcent

Find the markov centrality score