constraints

Processes and Constraints in Scientific Model Construction

In previous publications, we have reported a computational approach to constructing quantitative process models of dynamic systems from time-series data and background knowledge. However, our experience with these systems suggests that process …

Extracting Constraints for Process Modeling

In this paper, we introduce an approach for extracting constraints on process model construction. We begin by clarifying the type of knowledge produced by our method and how one may apply it. Next, we review the task of inductive process modeling, …

Learning Declarative Bias

In this paper, we introduce an inductive logic programming approach to learning declarative bias. The target learning task is inductive process modeling, which we briefly review. Next we discuss our approach to bias induction while emphasizing …