Observable operator models II: Interpretable models and model induction
This article is a direct continuation of the tech report Observable Operator Models and Conditioned Continuation Representations, Ar-beitspapiere der GMD 1043, 1997. While the former paper described the mathematical theory of OOMs, the present article presents techniques for practical applications. A standardized graphical representation of OOM-generated processes is developed, which helps a lot to gain an intuitive grasp on relevant phenomena. The main contribution is an eecient constructive algorithm for the induction of OOMs from data.