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Multiresolution network models

Published in Figshare • Jan 1, 2018
NobleIDNI2P47W80R11S85
Authors:
Bailey K. Fosdick
,
Tyler H. McCormick
,
Thomas Brendan Murphy

Abstract

Many existing statistical and machine learning tools for social network analysis focus on a single level of analysis. Methods designed for clustering optimize a global partition of the graph, whereas projection based approaches (e.g. the latent space model in the statistics literature) represent in ...

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