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Filtering by: Creator Geyer, W. Rockwell Decade 1990-1999 Degree Field Computer Science

Knowledge-based decision model construction for hierarchical diagnosis and repair

Creator:

Yuan, Soe-Tsyr

Abstract:

Knowledge-Based Model Construction (KBMC) has generated a lot of attention due to its importance as a technique for generating probabilistic or decision-theoretic models whose range of applicability in AI has been vastly increased. However, no one has tried to analyze the essential issues in KBMC, to determine if there exists...

Resource Type:

Dissertation
A factoring approach for probabilistic inference in belief networks

Creator:

Li, Zhaoyu

Abstract:

Reasoning about any realistic domain always involves a degree of uncertainty. Probabilistic inference in belief networks is one effective way of reasoning under uncertainty. Efficiency is critical in applying this technique, and many researchers have been working on this topic. This thesis is the report of our research in this...

Resource Type:

Dissertation