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DynComm

Dynamic Network Communities Detection and Generation

Used for evolving network analysis regarding community detection. Implements several algorithms that calculate communities for graphs whose nodes and edges change over time. Edges, which can have new nodes, can be added or deleted. Changes in the communities are calculated without recalculating communities for the entire graph. REFERENCE: M. Cordeiro et al. (2016) <DOI:10.1007/s13278-016-0325-1> G. Rossetti et al. (2017) <DOI:10.1007/s10994-016-5582-8> G. Rossetti (2017) <DOI:10.1093/comnet/cnx016> R. Sarmento (2019) <arXiv:1904.12593>.

Functions (40)

ALGORITHM

List of available algorithms.

ALGORITHM-dev

DynComm Documentation for Developers of new Main Algorithms

ALGORITHM_LOUVAIN

ALGORITHM_LOUVAIN

APIFUNCTIONS

List of API functions.

CRITERION

List of available CRITERION (quality measurement functions).

CRITERION-dev

DynComm Documentation for Developers of new Criterion for Main Algorithms

CRITERION_MODULARITY

CRITERION_MODULARITY

DynComm

DynComm

DynComm-package

DynComm: Dynamic Network Communities Detection

DynComm-package-dev

DynComm Documentation for Developers

DynCommMain

DynCommMain

DynCommMainR

DynCommMainR

DynCommPostProcess

DynCommPostProcess(postProcessing, id, previous, Parameters)

DynCommPostProcessR

DynCommPostProcessR(postProcessing, previous, Parameters)

POSTPROCESSING

List of available post processing algorithms.

POSTPROCESSING-dev

DynComm Documentation for Developers of new Post Processing Algorithms

POSTPROCESSING_DENSOPT

POSTPROCESSING_DENSOPT

addRemoveEdges

addRemoveEdges(graphAddRemove)

communities

communities()

communitiesEdgeCount

communitiesEdgeCount()

community

community(vertex)

communityCount

communityCount()

communityEdgeWeight

communityEdgeWeight(source,destination)

communityInnerEdgesWeight

communityInnerEdgesWeight(community)

communityMapping

communityMapping(differential, file)

communityNeighbours

communityNeighbours(community)

communityTotalWeight

communityTotalWeight(community)

communityVertexCount

communityVertexCount(community)

edgeCount

edgeCount()

edgeWeight

edgeWeight(source,destination)

neighbours

neighbours(vertex)

postProcess

postProcess(actions)

postProcessDensOpt

Density Optimization

quality

quality()

results

results(differential)

select

select(postProcessing, id)

time

time(differential=FALSE)

vertexCount

vertexCount()

vertices

vertices(community)

verticesAll

verticesAll()

DynComm

Dynamic Network Communities Detection and Generation

v2020.1.6
GPL-2
Authors
Rui P. Sarmento [aut, cre] (<https://orcid.org/0000-0003-1891-5295>), Luís Lemos [aut], Mário Cordeiro [ctb], Giulio Rossetti [ctb]
Initial release

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