Constraint-Based Mining of Sets of Cliques Sharing Vertex Properties

@inproceedings{Mougel2010ConstraintBasedMO,
  title={Constraint-Based Mining of Sets of Cliques Sharing Vertex Properties},
  author={Pierre-Nicolas Mougel and Marc Plantevit and Christophe Rigotti and Olivier Gandrillon and Jean-François Boulicaut},
  year={2010}
}
We consider data mining methods on large graphs where a set of labels is associated to each vertex. A typical example concerns the social network of collaborating researchers where additional information concern the main publication targets (preferred conferences or journals) for each author. We investigate the extraction of sets of dense subgraphs such that the vertices in all subgraphs of a set share a large enough set of labels. As a first step, we consider here the special case of dense… CONTINUE READING
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