@folke

A spectral clustering-based framework for detecting community structures in complex networks

, , und . Applied Mathematics Letters 22 (9): 1479 - 1482 (2009)

Zusammenfassung

Exploring recent developments in spectral clustering, we discovered that relaxing a spectral reformulation of Newman's Q-measure (a measure that may guide the search for-and help to evaluate the fit of - community structures in networks) yields a new framework for use in detecting fuzzy communities and identifying so-called unstable nodes. In this note, we present and illustrate this approach, which we expect to further enhance our understanding of the intrinsic structure of networks and of network-based clustering procedures. We applied a variation of the fuzzy k-means algorithm, an instance of our framework, to two social networks. The computational results illustrate its potential.

Links und Ressourcen

URL:
BibTeX-Schlüssel:
Jiang20091479
Suchen auf:

Kommentare und Rezensionen  
(0)

Es gibt bisher keine Rezension oder Kommentar. Sie können eine schreiben!

Tags


Zitieren Sie diese Publikation