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» Generalized Modularity for Community Detection
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GECCO
2010
Springer
338views Optimization» more  GECCO 2010»
13 years 7 months ago
Multiobjective evolutionary community detection for dynamic networks
A multiobjective genetic algorithm for detecting communities in dynamic networks, i.e., networks that evolve over time, is proposed. The approach leverages on the concept of evolu...
Francesco Folino, Clara Pizzuti
WCE
2007
13 years 9 months ago
Adaptive Automata Community Detection and Clustering: A generic methodology
— We present in this paper a generic methodology based on genetic automata for modelling community detection. With Communities, we deal with dynamic organizations which are self-...
Rawan Ghnemat, Cyrille Bertelle, Gérard Hen...
GECCO
2008
Springer
250views Optimization» more  GECCO 2008»
13 years 9 months ago
Community detection in social networks with genetic algorithms
A new genetic algorithm to detect communities in social networks is presented. The algorithm uses a fitness function able to identify groups of nodes in the network having dense ...
Clara Pizzuti
SDM
2010
SIAM
166views Data Mining» more  SDM 2010»
13 years 7 months ago
Directed Network Community Detection: A Popularity and Productivity Link Model
In this paper, we consider the problem of community detection in directed networks by using probabilistic models. Most existing probabilistic models for community detection are ei...
Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, ...
WWW
2009
ACM
14 years 9 months ago
Analysis of community structure in Wikipedia
We present the results of a community detection analysis of the Wikipedia graph. Distinct communities in Wikipedia contain semantically closely related articles. The central topic...
Dmitry Lizorkin, Olena Medelyan, Maria P. Grineva