Concepedia

Multiscale Community Mining In Networks Using Spectral Graph Wavelets

Pierre Borgnat, Nicolas Tremblay

INFM-OAR (INFN Catania) · 2013 · 10 citations · 11 references

Open access

Concepts

ComputingVisualizationComplex SystemsGraph VisualizationNetwork VisualizationCommunity DetectionCommunity StructureGraph AlgorithmsGraph MiningGraph TheoryNetwork AnalysisComplex NetworksHierarchical Community DetectionModularityNetwork Community DetectionNetwork Community StructureScale-dependent ModularityScale-dependent RepresentationSpectral Graph Algorithms

Abstract

Publication in the conference proceedings of EUSIPCO, Marrakech, Morocco, 2013

References

11

Modularity and community structure in networks

M. E. J. Newman · Proceedings of the National Academy of Sciences · 2006 · 12.3K citations · Full text

Engineering, Bioinformatics, Complex Systems +14

Community detection in graphs

Santo Fortunato · Physics Reports · 2009 · 11.3K citations · Full text

Computing, Visualization, Community Assessment +8

Resolution limit in community detection

Santo Fortunato, Marc Barthélemy · Proceedings of the National Academy of Sciences · 2006 · 3K citations · Full text

Life Sciences, Biology, Sociology +16

Comparing community structure identification

León Danon, Albert Dı́az-Guilera, Jordi Duch et al. · Journal of Statistical Mechanics Theory and Experiment · 2005 · 2.9K citations · Full text

Life Sciences, Biostatistics, Community Assessment +11

Wavelets on graphs via spectral graph theory

David K. Hammond, Pierre Vandergheynst, Rémi Gribonval · Applied and Computational Harmonic Analysis · 2010 · 2.2K citations · Full text

Computing, Computer Science, Mathematics +16