3 papers
physics.data-an2022
Locating the eigenshield of a network via perturbation theory
Ming-Yang Zhou, Manuel Sebastian Mariani, Hao Liao +2
The functions of complex networks are usually determined by a small set of vital nodes. Finding the best set of vital nodes (eigenshield nodes) is critical to the network's robustn…
cs.SI2019
Temporal similarity metrics for latent network reconstruction: The role of time-lag decay
Hao Liao, Ming-Kai Liu, Manuel Sebastian Mariani +2
When investigating the spreading of a piece of information or the diffusion of an innovation, we often lack information on the underlying propagation network. Reconstructing the hi…
cs.SI2019
Enhancing countries' fitness with recommender systems on the international trade network
Hao Liao, Xiao-Min Huang, Xing-Tong Wu +4
Prediction is one of the major challenges in complex systems. The prediction methods have shown to be effective predictors of the evolution of networks. These methods can help poli…