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» Clustering on Complex Graphs
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TKDE
2008
121views more  TKDE 2008»
13 years 7 months ago
On Modularity Clustering
Modularity is a recently introduced quality measure for graph clusterings. It has immediately received considerable attention in several disciplines, and in particular in the compl...
Ulrik Brandes, Daniel Delling, Marco Gaertler, Rob...
AIRS
2006
Springer
13 years 11 months ago
Natural Document Clustering by Clique Percolation in Random Graphs
Document clustering techniques mostly depend on models that impose explicit and/or implicit priori assumptions as to the number, size, disjunction characteristics of clusters, and/...
Wei Gao, Kam-Fai Wong
PVLDB
2010
151views more  PVLDB 2010»
13 years 5 months ago
Scalable Discovery of Best Clusters on Large Graphs
The identification of clusters, well-connected components in a graph, is useful in many applications from biological function prediction to social community detection. However, ...
Kathy Macropol, Ambuj K. Singh
COMPLEXITY
2007
90views more  COMPLEXITY 2007»
13 years 7 months ago
Prisoner's dilemma and clusters on small-world networks
Xavier Thibert-Plante, Lael Parrott
CAIP
2009
Springer
117views Image Analysis» more  CAIP 2009»
14 years 2 months ago
A Hypergraph-Based Model for Graph Clustering: Application to Image Indexing
Abstract. In this paper, we introduce a prototype-based clustering algorithm dealing with graphs. We propose a hypergraph-based model for graph data sets by allowing clusters overl...
Salim Jouili, Salvatore Tabbone