Fabio Ziegler

Data-Scarce Condition Modeling Requires Model-Based Prior Regularization

In the metallurgical industry, taking measurements during production can be infeasible or undesired, and only the terminated process can be measured. This poses problems for regression models, as the intermediate target values for a time series are hidden in the accumulated end-of-process measuremen…