Graph-based bag-of-words for classification

FB Silva, RO Werneck, S Goldenstein, S Tabbone… - Pattern Recognition, 2018 - Elsevier
This paper introduces the Bag of Graphs (BoG), a Bag-of-Words model that encodes in
graphs the local structures of a digital object. We present a formal definition, introducing …

Fuzzy generalized median graphs computation: application to content-based document retrieval

R Chaieb, K Kalti, MM Luqman, M Coustaty, JM Ogier… - Pattern Recognition, 2017 - Elsevier
Fuzzy median graph is an important new concept that can represent a set of fuzzy graphs by
a representative fuzzy graph prototype. However, the computation of a fuzzy median graph …

Median graph shift: A new clustering algorithm for graph domain

S Jouili, S Tabbone, V Lacroix - 2010 20th International …, 2010 - ieeexplore.ieee.org
In the context of unsupervised clustering, a new algorithm for the domain of graphs is
introduced. In this paper, the key idea is to adapt the mean-shift clustering and its variants …

Ontology assisted web services discovery

P Zhang, J Li - … on Service-Oriented System Engineering (SOSE …, 2005 - ieeexplore.ieee.org
This paper proposes the construction method and the formal description of Web service
discovery oriented ontology, then gives the definition of ontology based knowledge base. As …

Indexation de masses de documents graphiques: approches structurelles

S Jouili - 2011 - theses.hal.science
Les travaux de cette thèse se situent dans la cadre des approches structurelles pour la
recon-naissance de formes. Plus précisément, nous avons porté notre choix sur les …

Structural Graph Clustering: Scalable Methods and Applications for Graph Classification and Regression

M Seeland - 2014 - mediatum.ub.tum.de
This thesis focuses on graph clustering. It introduces scalable methods for clustering large
databases of small graphs by common scaffolds, ie, the existence of one sufficiently large …

A hypergraph-based image database clustering framework

A Ducournau, S Rital, A Bretto - 2010 5th International …, 2010 - ieeexplore.ieee.org
This paper describes a new approach to image database clustering. The method requires
no a priori information. It works free of context and previous knowledge: in a first stage, the …

[PDF][PDF] Ordenamiento de páginas web con hipergrafos

FC Lara Moreno - tesis.ipn.mx
Se investigaron métodos para ordenar páginas web representadas en hipergrafos mediante
la implementación del algoritmo de caminata al azar. En particular, se hizo la comparación …

[引用][C] On Designing Graph-Based Clustering Algorithms

A Keszler, T Sziranyi