35 citations · 51 across the 4 of their papers we have counts for
4 papers
Link community detection through global optimization and the inverse resolution limit of partition density
Juyong Lee, Zhong-Yuan Zhang, Jooyoung Lee +2
We investigate the possibility of global optimization-based overlapping community detection, using link community framework. We first show that partition density, the original qual…
Extraction of hidden information by efficient community detection in networks
Juyong Lee, Steven P. Gross, Jooyoung Lee
Currently, we are overwhelmed by a deluge of experimental data, and network physics has the potential to become an invaluable method to increase our understanding of large interact…
MOCSA: multiobjective optimization by conformational space annealing
Sangjin Sim, Juyong Lee, Jooyoung Lee
We introduce a novel multiobjective optimization algorithm based on the conformational space annealing (CSA) algorithm, MOCSA. It has three characteristic features: (a) Dominance r…
Mod-CSA: Modularity optimization by conformational space annealing
Juyong Lee, Steven P. Gross, Jooyoung Lee
We propose a new modularity optimization method, Mod-CSA, based on stochastic global optimization algorithm, conformational space annealing (CSA). Our method outperforms simulated…