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Topological data analysis of contagion maps for examining spreading processes on networks
Dane Taylor, Florian Klimm, Heather A. Harrington +4
Social and biological contagions are influenced by the spatial embeddedness of networks. Historically, many epidemics spread as a wave across part of the Earth's surface; however,…
Think Locally, Act Locally: The Detection of Small, Medium-Sized, and Large Communities in Large Networks
Lucas G. S. Jeub, Prakash Balachandran, Mason A. Porter +2
It is common in the study of networks to investigate meso-scale features to try to gain an understanding of network structure and function. For example, numerous algorithms have be…
Kantian fractionalization predicts the conflict propensity of the international system
Skyler J. Cranmer, Elizabeth J. Menninga, Peter J. Mucha
The study of complex social and political phenomena with the perspective and methods of network science has proven fruitful in a variety of areas, including applications in politic…