Identification and Classification of the Most Influential Nodes


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Documentation for package ‘influential’ version 2.2.4

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adjmatrix2graph Creating igraph graphs from adjacency matrices
BC Vertex betweenness centrality
betweenness Vertex betweenness centrality
centrality.measures Centrality measures dataset
cent_network.vis Centrality-based network visualization
CI Collective Influence (CI)
clusterRank ClusterRank (CR)
coexpression.adjacency Adjacency matrix
coexpression.data Co-expression dataset
collective.influence Collective Influence (CI)
comp_manipulate Computational manipulation of cells
cond.prob.analysis Conditional probability of deviation from means
CPA Conditional probability of deviation from means
CR ClusterRank (CR)
dataframe2graph Creating igraph graphs from data frames
DC Degree of the vertices
DCA Assessment of innate features and associations of two network centrality measures (dependent and independent)
DCANR Assessment of innate features and associations of two network centrality measures
DDA Assembling the differential/regression data
degree Degree of the vertices
diff_data.assembly Assembling the differential/regression data
double.cent.assess Assessment of innate features and associations of two network centrality measures (dependent and independent)
double.cent.assess.noRegression Assessment of innate features and associations of two network centrality measures
ExIR Experimental data-based Integrated Ranking
exir Experimental data-based Integrated Ranking
exir.vis Visualization of ExIR results
graph_from_adjacency_matrix Creating igraph graphs from adjacency matrices
graph_from_data_frame Creating igraph graphs from data frames
graph_from_incidence_matrix Creating igraph graphs from incidence matrices
h.index H-index
hubness.score Hubness score
h_index H-index
incidencematrix2graph Creating igraph graphs from incidence matrices
IVI Integrated Value of Influence (IVI)
ivi Integrated Value of Influence (IVI)
IVI.FI Integrated Value of Influence (IVI)
ivi.from.indices Integrated Value of Influence (IVI)
lh.index local H-index (LH-index)
lh_index local H-index (LH-index)
NC Neighborhood connectivity
neighborhood.connectivity Neighborhood connectivity
runShinyApp Run shiny app
sif2igraph SIF to igraph
SIRIR SIR-based Influence Ranking
sirir SIR-based Influence Ranking
spreading.score Spreading score
V Vertices of an igraph graph
vertices Vertices of an igraph graph