129 citations · 418 across the 10 of their papers we have counts for
10 papers
One Node at a Time: Node-Level Network Classification
Saray Shai, Isaac Jacobs, Peter J. Mucha
Network classification aims to group networks (or graphs) into distinct categories based on their structure. We study the connection between classification of a network and of its…
A guide to choosing and implementing reference models for social network analysis
Elizabeth A. Hobson, Matthew J. Silk, Nina H. Fefferman +4
Analyzing social networks is challenging. Key features of relational data require the use of non-standard statistical methods such as developing system-specific null, or reference,…
Resilience of networks with community structure behaves as if under an external field
Gaogao Dong, Jingfang Fan, Louis M. Shekhtman +6
Detecting and characterizing community structure plays a crucial role in the study of networked systems. However, there is still a lack of understanding of how community structure…
The scaling structure of the global road network
Emanuele Strano, Andrea Giometto, Saray Shai +3
Because of increasing global urbanization and its immediate consequences, including changes in patterns of food demand, circulation and land use, the next century will witness a ma…
Case studies in network community detection
Saray Shai, Natalie Stanley, Clara Granell +2
Community structure describes the organization of a network into subgraphs that contain a prevalence of edges within each subgraph and relatively few edges across boundaries betwee…
Enhanced detectability of community structure in multilayer networks through layer aggregation
Dane Taylor, Saray Shai, Natalie Stanley +1
Many systems are naturally represented by a multilayer network in which edges exist in multiple layers that encode different, but potentially related, types of interactions, and it…
Multiplex networks in metropolitan areas: generic features and local effects
Emanuele Strano, Saray Shai, Simon Dobson +1
Most large cities are spanned by more than one transportation system. These different modes of transport have usually been studied separately: it is however important to understand…
Resilience of Networks Formed of Interdependent Modular Networks
Louis Shekhtman, Saray Shai, Shlomo Havlin
Many infrastructure networks have a modular structure and are also interdependent. While significant research has explored the resilience of interdependent networks, there has been…
Clustering Network Layers With the Strata Multilayer Stochastic Block Model
Natalie Stanley, Saray Shai, Dane Taylor +1
Multilayer networks are a useful data structure for simultaneously capturing multiple types of relationships between a set of nodes. In such networks, each relational definition gi…
Resilience of modular complex networks
Saray Shai, Dror Y. Kenett, Yoed N. Kenett +3
Complex networks often have a modular structure, where a number of tightly- connected groups of nodes (modules) have relatively few interconnections. Modularity had been shown to h…