no code implementations • 5 Sep 2013 • Christopher C. Strelioff, James P. Crutchfield
Properties of epsilon-machines and uHMMs allow for the derivation of analytic expressions for estimating transition probabilities, inferring start states, and comparing the posterior probability of candidate model topologies, despite process internal structure being only indirectly present in data.