Search Results - subject:"Overlapping nodes"

Community structure discovery method based on the Gaussian kernel similarity matrix

Guo, Chonghui; Zhao, Haipeng - In: Physica A: Statistical Mechanics and its Applications 391 (2012) 6, pp. 2268-2278

Community structure discovery in complex networks is a popular issue, and overlapping community structure discovery in academic research has become one of the hot spots. Based on the Gaussian kernel similarity matrix and spectral bisection, this paper proposes a new community structure discovery...

Persistent link: https://www.econbiz.de/10010873714

Efficient overlapping community detection in huge real-world networks

Wu, Zhihao; Lin, Youfang; Wan, Huaiyu; Tian, Shengfeng; … - In: Physica A: Statistical Mechanics and its Applications 391 (2012) 7, pp. 2475-2490

detection methods as input, our method identifies overlapping nodes between each pair of connected non-overlapping communities … communities by efficiently identifying overlapping nodes that satisfy the above condition. Experiments on synthetic and real …

Persistent link: https://www.econbiz.de/10010874332