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Uncertainty in Artificial Intelligence

Laveen N. Kanal, etc., M. Henrion, R.D. Shachter, John F. Lemmer (Herausgeber)

Buch | Softcover

474 Seiten

1990
Elsevier Science Ltd (Verlag)
978-0-444-88738-2 (ISBN)

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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.

Fundamental Issues. Defeasible Reasoning and Uncertainty. Algorithms for Inference in Belief Nets. Software Tools for Uncertain Reasoning. Knowledge Acquisition, Modelling, and Explanation. Applications to Vision and Recognition. Comparing Approaches to Uncertain Reasoning. Author Index.

Reihe/Serie	Machine Intelligence & Pattern Recognition
Verlagsort	Oxford
Sprache	englisch
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	0-444-88738-5 / 0444887385
ISBN-13	978-0-444-88738-2 / 9780444887382
Zustand	Neuware