45 citations · 106 across the 11 of their papers we have counts for
Showing 2019Show all
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cs.SI2019★ 6 cited
Finding the right scale of a network: Efficient identification of causal emergence through spectral clustering
Ross Griebenow, Brennan Klein, Erik Hoel
All networks can be analyzed at multiple scales. A higher scale of a network is made up of macro-nodes: subgraphs that have been grouped into individual nodes. Recasting a network…
physics.soc-ph2019
The emergence of informative higher scales in complex networks
Brennan Klein, Erik Hoel
The connectivity of a network contains information about the relationships between nodes, which can denote interactions, associations, or dependencies. We show that this informatio…