A fully nonparametric MDL-based framework jointly infers contiguous spatial regions and temporal archetypes from time series in log-linear time.
Rissanen, Modeling by shortest data description.Au- tomatica14(5), 465–471 (1978)
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Scalable inference of spatial regions and temporal signatures from time series
A fully nonparametric MDL-based framework jointly infers contiguous spatial regions and temporal archetypes from time series in log-linear time.