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Multilayer Modularity Belief Propagation to Assess Detectability of Community Structure.
William H. Weir
Benjamin Walker
Lenka Zdeborová
Peter J. Mucha
Published in:
SIAM J. Math. Data Sci. (2020)
Keyphrases
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belief propagation
community structure
community detection
community detection algorithms
graphical models
communities in social networks
message passing
complex networks
markov random field
graph cuts
stereo matching
social networks
network analysis
markov networks
approximate inference
loopy belief propagation
energy function
fixed point
energy minimization
factor graphs
pairwise
overlapping communities
real world networks
free energy
probabilistic inference
image segmentation
similarity measure
small world
probabilistic model
bayesian networks
network structure
conditional random fields
max product