Uncertainty in Artificial Intelligence 5: v. 5 (Machine intelligence & pattern recognition) - Softcover

Softcover

ISBN 10: 0444887393 ISBN 13: 9780444887399

Publisher: North Holland, 2014

Synopsis

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.

Edition details

• Publisher: North Holland
• Publication date: 2014
• Language: English
• ISBN 10: 0444887393
• ISBN 13: 9780444887399
• Binding: Paperback
• Number of pages: 474
• Editor: Shachter R. D.