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» Community Structure in Large Complex Networks
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TAMC
2010
Springer
8 years 9 months ago
Community Structure in Large Complex Networks
In this paper, we establish the definition of community fundamentally different from what was commonly accepted in previous studies, where communities were typically assumed to ...
Liaoruo Wang, John E. Hopcroft
ISCIS
2005
Springer
8 years 10 months ago
Computing Communities in Large Networks Using Random Walks
Dense subgraphs of sparse graphs (communities), which appear in most real-world complex networks, play an important role in many contexts. Computing them however is generally expe...
Pascal Pons, Matthieu Latapy
WAW
2004
Springer
178views Algorithms» more  WAW 2004»
8 years 9 months ago
Communities Detection in Large Networks
We develop an algorithm to detect community structure in complex networks. The algorithm is based on spectral methods and takes into account weights and links orientations. Since t...
Andrea Capocci, Vito Domenico Pietro Servedio, Gui...
AAAI
2015
3 years 26 days ago
A Stochastic Model for Detecting Heterogeneous Link Communities in Complex Networks
Discovery of communities in networks is a fundamental data analysis problem. Most of the existing approaches have focused on discovering communities of nodes, while recent studies...
Dongxiao He, Dayou Liu, Di Jin, Weixiong Zhang
KDD
2009
ACM
180views Data Mining» more  KDD 2009»
8 years 9 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
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