rSpectral {rSpectral}R Documentation

rSpectral

Description

This package implements the Spectral Modularity clustering algorithm for igraph and graphNEL graphs. The algorithm was proposed in (Newman 2006) and an example of its application to the real biological network could be found in (Roy et al. 2018).

Author(s)

Colin Mclean <Colin.D.Mclean@ed.ac.uk>

References

Newman MEJ (2006). “Finding community structure in networks using the eigenvectors of matrices.” Phys. Rev. E, 74(3), 036104. doi:10.1103/PhysRevE.74.036104, https://link.aps.org/doi/10.1103/PhysRevE.74.036104.

Roy M, Sorokina O, McLean C, Tapia-González S, DeFelipe J, Armstrong JD, Grant SGN (2018). “Regional Diversity in the Postsynaptic Proteome of the Mouse Brain.” Proteomes, 6(3), 31. ISSN 2227-7382, doi:10.3390/proteomes6030031, https://www.mdpi.com/2227-7382/6/3/31.

See Also

Useful links:


[Package rSpectral version 1.0.0.10 Index]