Lonnie Dale Chrisman Approximation of Graphical Probabilistic Models by Iterative Dynamic Discretization and Application to Time-Series Segmentation Degree Type: Ph.D. in Computer Science Advisor(s): Tom Mitchell, Reid Simmons Graduated: December 1996