refine: refine
In jdwilson4/MultilayerExtraction:
Description
Usage
Arguments
Value
Author(s)
References
Description
Function that identifies statistically significant vertex-layer communities in multilayer networks.
Usage
1
refine(Multilayer.object, k, m, n)
Arguments
Multilayer.object:
a MultilayerCommunity object that contains communities extracted from the multilayer.extraction algorithm.
k:
the number of communities that one would like to keep.
m:
the total number of layers in the original multilayer network.
n:
the total number of vertices in the original multilayer network.
Value
A list that contains the following objects
Layers: an m x k matrix whose (i,j)th entry is non-zero if layer i is contained
within community j. The value of the (i,j)th entry is the score of that community.
Vertices: an n x k matrix whose (i,j)th entry is 1 if vertex i is contained within community j.
Author(s)
James D. Wilson
References
Wilson, James D., Palowitch, John, Bhamidi, Shankar, and Nobel, Andrew B. (2016) "Significance based
extraction in multilayer networks with heterogeneous community structure."
jdwilson4/MultilayerExtraction documentation built on May 18, 2019, 11:39 p.m.
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Description Usage Arguments Value Author(s) References
Description
Function that identifies statistically significant vertex-layer communities in multilayer networks.
Usage
1 | refine(Multilayer.object, k, m, n)
|
Arguments
Multilayer.object: |
a MultilayerCommunity object that contains communities extracted from the multilayer.extraction algorithm. |
k: |
the number of communities that one would like to keep. |
m: |
the total number of layers in the original multilayer network. |
n: |
the total number of vertices in the original multilayer network. |
Value
A list that contains the following objects
Layers: an m x k matrix whose (i,j)th entry is non-zero if layer i is contained within community j. The value of the (i,j)th entry is the score of that community.
Vertices: an n x k matrix whose (i,j)th entry is 1 if vertex i is contained within community j.
Author(s)
James D. Wilson
References
Wilson, James D., Palowitch, John, Bhamidi, Shankar, and Nobel, Andrew B. (2016) "Significance based extraction in multilayer networks with heterogeneous community structure."
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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