312 citations · 464 across the 5 of their papers we have counts for
3 papers · 1 filter
Extension of Modularity Density for Overlapping Community Structure
Mingming Chen, Konstantin Kuzmin, Boleslaw K. Szymanski
Modularity is widely used to effectively measure the strength of the disjoint community structure found by community detection algorithms. Although several overlapping extensions o…
Community Detection via Maximization of Modularity and Its Variants
Mingming Chen, Konstantin Kuzmin, Boleslaw K. Szymanski
In this paper, we first discuss the definition of modularity (Q) used as a metric for community quality and then we review the modularity maximization approaches which were used fo…
Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clustering
Chris Gaiteri, Mingming Chen, Boleslaw Szymanski +9
Biological functions are carried out by groups of interacting molecules, cells or tissues, known as communities. Membership in these communities may overlap when biological compone…