Uncertainty in Artificial Intelligence 5
, by Henrion, Max; Shachter, Ross D.; Kanal, Laveen N.; Lemmer, John F.Note: Supplemental materials are not guaranteed with Rental or Used book purchases.
- ISBN: 9780444887382 | 0444887385
- Cover: Hardcover
- Copyright: 10/1/1990
This volume, like its predecessors, reflects the cutting edge of research on the automation of reasoning under uncertainty. A more pragmatic emphasis is evident, for although some papers address fundamental issues, the majority address practical issues. Topics include the relations between alternative formalisms (including possibilistic reasoning), Dempster-Shafer belief functions, non-monotonic reasoning, Bayesian and decision theoretic schemes, and new inference techniques for belief nets. New techniques are applied to important problems in medicine, vision, robotics, and natural language understanding.