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WWW
2010
ACM
11 years 8 months ago
Empirical comparison of algorithms for network community detection
Detecting clusters or communities in large real-world graphs such as large social or information networks is a problem of considerable interest. In practice, one typically chooses...
Jure Leskovec, Kevin J. Lang, Michael W. Mahoney
ICWN
2010
10 years 11 months ago
Detecting and Labelling Wireless Community Network Structures from Eigen-spectra
Wireless and ad hoc networks often have local regions of highly intra-connected modules or communities of nodes against a backdrop of sparser longer-range intercommunity connectiv...
Ken A. Hawick
SDM
2010
SIAM
166views Data Mining» more  SDM 2010»
10 years 11 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, ...
SOCIALCOM
2010
10 years 11 months ago
Finding Overlapping Communities in Social Networks
Increasingly, methods to identify community structure in networks have been proposed which allow groups to overlap. These methods have taken a variety of forms, resulting in a lack...
Mark K. Goldberg, Stephen Kelley, Malik Magdon-Ism...
KDD
2012
ACM
197views Data Mining» more  KDD 2012»
9 years 3 months ago
On the separability of structural classes of communities
Three major factors govern the intricacies of community extraction in networks: (1) the application domain includes a wide variety of networks of fundamentally diļ¬€erent natures,...
Bruno D. Abrahao, Sucheta Soundarajan, John E. Hop...
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