The shocklet transform: A decomposition method for the identification of local, mechanism-driven dynamics in sociotechnical time series

David Rushing Dewhurst, Thayer Alshaabi, Dilan Kiley +4

We introduce a qualitative, shape-based, timescale-independent time-domain transform used to extract local dynamics from sociotechnical time series---termed the Discrete Shocklet T…