699 citations
- Siemens Healthcare (United States)US19 papers
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Showing 2013 · cs.AIShow all
3 papers · 2 filters
cs.AI2013
An Explanation Mechanism for Bayesian Inferencing Systems
Steven W. Norton
Explanation facilities are a particularly important feature of expert system frameworks. It is an area in which traditional rule-based expert system frameworks have had mixed resul…
cs.AI2013
Knowledge Engineering Within A Generalized Bayesian Framework
Stephen W. Barth, Steven W. Norton
During the ongoing debate over the representation of uncertainty in Artificial Intelligence, Cheeseman, Lemmer, Pearl, and others have argued that probability theory, and in partic…
cs.AI2013★ 55 cited
Learning Bayesian Nets that Perform Well
Russell Greiner, Adam J. Grove, Dale Schuurmans
A Bayesian net (BN) is more than a succinct way to encode a probabilistic distribution; it also corresponds to a function used to answer queries. A BN can therefore be evaluated by…