Find graphlet degree vector (GDV) of each vertex and graphlet correlation matrix of the given network — gdvm_gcm • RSNet

Find graphlet degree vector (GDV) of each vertex and graphlet correlation matrix of the given network

Usage

gdvm_gcm(
  ig,
  level = c("4", "5"),
  redundant_orbit = FALSE,
  include_gcm = FALSE,
  correlation = "spearman"
)

Arguments

ig: an igraph object
level: node-level of graphlet
redundant_orbit: if TRUE, keep the redundant orbits, and remove otherwise
include_gcm: if TRUE, compute the GCM
correlation: the correlation measure between each orbit, "spearman" correlation is applied by default

Value

a list of two matrics, gdvm = graphlet degree vector matrix, gcm = graphlet correlation matrix

References

Yaveroğlu, Ömer Nebil, et al. "Revealing the hidden language of complex networks."