188 citations · 276 across the 7 of their papers we have counts for
5 papers · 1 filter
Regularized Stochastic Block Model for robust community detection in complex networks
Xiaoyan Lu, Boleslaw K. Szymanski
The stochastic block model is able to generate different network partitions, ranging from traditional assortative communities to disassortative structures. Since the degree-correct…
Asymptotic resolution bounds of generalized modularity and multi-scale community detection
Xiaoyan Lu, Brendan Cross, Boleslaw K. Szymanski
The maximization of generalized modularity performs well on networks in which the members of all communities are statistically indistinguishable from each other. However, there is…
Scalable prediction of global online media news virality
Xiaoyan Lu, Boleslaw K. Szymanski
News reports shape the public perception of the critical social, political and economical events around the world. Yet, the way in which emergent phenomena are reported in the news…
Adaptive Modularity Maximization via Edge Weighting Scheme
Xiaoyan Lu, Konstantin Kuzmin, Mingming Chen +1
Modularity maximization is one of the state-of-the-art methods for community detection that has gained popularity in the last decade. Yet it suffers from the resolution limit probl…
Supporting novel biomedical research via multilayer collaboration networks
Konstantin Kuzmin, Xiaoyan Lu, Partha Sarathi Mukherjee +3
The value of research containing novel combinations of molecules can be seen in many innovative and award-winning research programs. Despite calls to use innovative approaches to a…