Extends conditional entropy of heat diffusion to temporal networks, proves monotonicity, and applies a local version to change-point detection and improved community detection on synthetic benchmarks and a real school contact network.
Scalar embedding of temporal network trajectories,
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Conditional Entropy of Heat Diffusion on Temporal Networks
Extends conditional entropy of heat diffusion to temporal networks, proves monotonicity, and applies a local version to change-point detection and improved community detection on synthetic benchmarks and a real school contact network.