47 citations · 53 across the 7 of their papers we have counts for
7 papers
Joint Nonnegative Matrix Factorization for Community Structures Detection in Signed Networks
Chao Yan, Hui-Min Cheng, Xin Liu +1
Community structures detection in signed network is very important for understanding not only the topology structures of signed networks, but also the functions of them, such as in…
Evaluation of Community Detection Methods
Xin Liu, Hui-Min Cheng, Zhong-Yuan Zhang
Community structures are critical towards understanding not only the network topology but also how the network functions. However, how to evaluate the quality of detected community…
On approximate equivalence of modularity, D and non-negative matrix factorization
Zhenhai Chang, Hui-Min Cheng, Chao Yan +2
Community structures detection is one of the fundamental problems in complex network analysis towards understanding the topology structures of the network and the functions of it.…
Community Detection in Complex Networks using Link Prediction
Hui-Min Cheng, Yi-Zi Ning, Zhao Yin +3
Community detection and link prediction are both of great significance in network analysis, which provide very valuable insights into topological structures of the network from dif…
Effectiveness of Rapid Rail Transit System in Beijing
Hui-Min Cheng, Yi-Zi Ning, Xiaoke Ma +1
The effectiveness of rapid rail transit system is analyzed using tools of complex network for the first time. We evaluated the effectiveness of the system in Beijing quantitatively…
On Equivalence of Likelihood Maximization of Stochastic Block Model and Constrained Nonnegative Matrix Factorization
Zhong-Yuan Zhang, Yujie Gai, Yu-Fei Wang +2
Community structures detection in complex network is important for understanding not only the topological structures of the network, but also the functions of it. Stochastic block…
Community Detection in Complex Networks Using Density-based Clustering Algorithm
Tao You, Ben-Chang Shia, Zhong-Yuan Zhang
Like clustering analysis, community detection aims at assigning nodes in a network into different communities. Fdp is a recently proposed density-based clustering algorithm which d…