Pairwise graph distances compressed by PCA or MDS yield scalar time series that inherit periodicity, memory, and chaos from temporal network trajectories.
Modern temporal network theory: a colloquium
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Scalar embedding of temporal network trajectories
Pairwise graph distances compressed by PCA or MDS yield scalar time series that inherit periodicity, memory, and chaos from temporal network trajectories.