Graph, social and multimedia data form three interlocking pillars of contemporary information science. Graph data represent entities and their pairwise connections in structures ranging from sparse ...
Spectral analysis of graph-based structures examines the eigenvalues and eigenvectors of operators defined on graphs—most notably the graph Laplacian and adjacency matrix—to reveal fundamental ...
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