Q-analysis clustering

  • Luis Eduardo Múnera S. Universidad Icesi, Cali
Keywords: Clustering, Q-analysis, topology, networks, graphs.

Abstract

This article presents a novel cluster­ing algorithm, based upon topology concepts and Q-analysis. The algo­rithm allows to create a structural clustering, which does not depend on the knowledge of similarity mea­sures, distances, etc. The clustering is directed in a natural fashion by the internal topology of the network/ graph. Such topology becomes evident by applying Q-analysis, by means of the structure vector, which shows the network’s internal Q-connectivity.

Author Biography

Luis Eduardo Múnera S., Universidad Icesi, Cali
Bio Statement available in Spanish
Published
2010-11-25
Section
Original Research