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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
Version
1.0.0
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Install
install.packages('centiserve')
Monthly Downloads
405
Version
1.0.0
License
GPL (>= 2)
Maintainer
Mahdi Jalili
Last Published
July 15th, 2017
Functions in centiserve (1.0.0)
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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