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cs.SI2013★ 1 cited
Low-rank Similarity Measure for Role Model Extraction
Arnaud Browet, Paul Van Dooren
Computing meaningful clusters of nodes is crucial to analyze large networks. In this paper, we present a pairwise node similarity measure that allows to extract roles, i.e. group o…
cs.SI2011
Extracting spatial information from networks with low-order eigenvectors
Mihai Cucuringu, Vincent D. Blondel, Paul Van Dooren
We consider the problem of inferring meaningful spatial information in networks from incomplete information on the connection intensity between the nodes of the network. We conside…