Bootstrap clustering for graph partitioning

Philippe Gambette; Alain Guénoche

Displaying similar documents to “Bootstrap clustering for graph partitioning”

Bootstrap clustering for graph partitioning

Philippe Gambette, Alain Guénoche (2012)

RAIRO - Operations Research

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Given a simple undirected weighted or unweighted graph, we try to cluster the vertex set into communities and also to quantify the robustness of these clusters. For that task, we propose a new method, called which consists in (i) defining a new clustering algorithm for graphs, (ii) building a set of graphs similar to the initial one, (iii) applying the clustering method to each of them, making a (set) of partitions, (iv) computing a consensus partition for this profile, which is the...

A note on maximum independent sets and minimum clique partitions in unit disk graphs and penny graphs: complexity and approximation

Marcia R. Cerioli, Luerbio Faria, Talita O. Ferreira, Fábio Protti (2011)

RAIRO - Theoretical Informatics and Applications

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A is the intersection graph of a family of unit disks in the plane. If the disks do not overlap, it is also a or . It is known that finding a maximum independent set in a unit disk graph is a NP-hard problem. In this work we extend this result to penny graphs. Furthermore, we prove that finding a minimum clique partition in a penny graph is also NP-hard, and present two linear-time approximation algorithms for the computation of clique partitions: a -approximation algorithm for unit...

A note on maximum independent sets and minimum clique partitions in unit disk graphs and penny graphs: complexity and approximation

Marcia R. Cerioli, Luerbio Faria, Talita O. Ferreira, Fábio Protti (2011)

RAIRO - Theoretical Informatics and Applications - Informatique Théorique et Applications

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Finding -partitions efficiently

Simone Dantas, Celina M.H. de Figueiredo, Sylvain Gravier, Sulamita Klein (2010)

RAIRO - Theoretical Informatics and Applications

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We study the concept of an -partition of the vertex set of a graph , which includes all vertex partitioning problems into four parts which we require to be nonempty with only external constraints according to the structure of a model graph , with the exception of two cases, one that has already been classified as polynomial, and the other one remains unclassified. In the context of more general vertex-partition problems, the problems addressed in this paper have these properties: non-list,...