Reconnaissance de motifs dans des graphes : heuristique et applications

Fanny Chevalier 1, 2, 3
2 AVIZ - Analysis and Visualization
Inria Saclay - Ile de France
3 GRAVITE - Graph Visualization and Interactive Exploration
Université Sciences et Technologies - Bordeaux 1, Inria Bordeaux - Sud-Ouest, École Nationale Supérieure d'Électronique, Informatique et Radiocommunications de Bordeaux (ENSEIRB), CNRS - Centre National de la Recherche Scientifique : UMR
Abstract : The topic of this thesis is graph comparison. In the first part of this manuscript we propose several algorithms for finding similar patterns in large graphs. The second part of this thesis deals with the study of user file systems as the underlying data on which the initial pattern recognition methods were developed. We propose a stochastic model for random generation of trees, based on observations of the statistical study of real data. In the third part, we detail two adaptations of the algorithm for recognizing similar pattern in graphs to specific applications. The first one concerns the recognition of objects extracted from low resolution video for rough indexing. The second application has been developed to visualize software evolution.
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https://tel.archives-ouvertes.fr/tel-00286214
Contributor : Fanny Chevalier <>
Submitted on : Monday, June 9, 2008 - 12:54:47 AM
Last modification on : Thursday, January 11, 2018 - 6:22:12 AM
Long-term archiving on: Friday, May 28, 2010 - 9:33:07 PM

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  • HAL Id : tel-00286214, version 1

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Fanny Chevalier. Reconnaissance de motifs dans des graphes : heuristique et applications. Réseaux et télécommunications [cs.NI]. Université Sciences et Technologies - Bordeaux I, 2007. Français. ⟨tel-00286214⟩

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