Mapping flows on sparse networks with missing links.
Sign Up to like & getrecommendations! Published in 2020 at "Physical review. E"
DOI: 10.1103/physreve.102.012302
Abstract: Unreliable network data can cause community-detection methods to overfit and highlight spurious structures with misleading information about the organization and function of complex systems. Here we show how to detect significant flow-based communities in sparse… read more here.
Keywords: networks missing; map equation; sparse networks; missing links ... See more keywords
Immunization strategies in networks with missing data
Sign Up to like & getrecommendations! Published in 2020 at "PLoS Computational Biology"
DOI: 10.1371/journal.pcbi.1007897
Abstract: Network-based intervention strategies can be effective and cost-efficient approaches to curtailing harmful contagions in myriad settings. As studied, these strategies are often impractical to implement, as they typically assume complete knowledge of the network structure,… read more here.
Keywords: immunization; network; networks missing; immunization strategies ... See more keywords