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» Data Mining for Community Dynamics
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KI
2007
Springer
13 years 10 months ago
Data Mining for Community Dynamics
Tanja Falkowski, Myra Spiliopoulou
GECCO
2010
Springer
338views Optimization» more  GECCO 2010»
13 years 9 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
KDD
2007
ACM
155views Data Mining» more  KDD 2007»
14 years 11 months ago
A framework for community identification in dynamic social networks
We propose frameworks and algorithms for identifying communities in social networks that change over time. Communities are intuitively characterized as "unusually densely kni...
Chayant Tantipathananandh, Tanya Y. Berger-Wolf, D...
KDD
2009
ACM
180views Data Mining» more  KDD 2009»
14 years 3 months ago
Parallel community detection on large networks with propinquity dynamics
Graphs or networks can be used to model complex systems. Detecting community structures from large network data is a classic and challenging task. In this paper, we propose a nove...
Yuzhou Zhang, Jianyong Wang, Yi Wang, Lizhu Zhou