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Abstract: We propose a novel method for learning time-varying graphs from time-series data by leveraging techniques from directed acyclic graph (DAG) learning. The unknown graphs are parameterized ...

Timeseries are determined for each Australian State, the Northern Territory and the six regions shown above The actual data values used to produce each graph are available via the "Raw dataset" link.