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9780444887382

Uncertainty in Artificial Intelligence 5

by ; ; ;
  • ISBN13:

    9780444887382

  • ISBN10:

    0444887385

  • Format: Hardcover
  • Copyright: 1990-10-01
  • Publisher: Elsevier Science Ltd

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Supplemental Materials

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Summary

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.

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