Leveraging the nonuniform PSO network model as a benchmark for performance evaluation in community detection and link prediction

Leveraging the nonuniform PSO network model as a benchmark for performance evaluation in community detection and link prediction

Advances in network geometry pointed out that structural properties observed in networks derived from real complex systems can emerge in the hyperbolic space (HS). The nonuniform popularity-similarity-optimization (nPSO) is a generative model recently introduced in order to grow random geometric gra...

Full description

Bibliographic Details
Main Authors: Muscoloni Alessandro, Cannistraci Carlo Vittorio
Format: Article
Language:English
Published: IOP Publishing 2018-01-01
Series:New Journal of Physics
Subjects:
network models
hyperbolic geometry
network benchmark
community detection
link prediction
Online Access:https://doi.org/10.1088/1367-2630/aac6f9

Internet

https://doi.org/10.1088/1367-2630/aac6f9

Similar Items