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Uncertainty in Artificial Intelligence

Buch | Softcover
510 Seiten
1986
Elsevier Science Ltd (Verlag)
978-0-444-70058-2 (ISBN)
89,65 inkl. MwSt
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How to deal with uncertainty is a subject of much controversy in Artificial Intelligence. This volume brings together a wide range of perspectives on uncertainty, many of the contributors being the principal proponents in the controversy. Some of the notable issues which emerge from these papers revolve around an interval-based calculus of uncertainty, the Dempster-Shafer Theory, and probability as the best numeric model for uncertainty. There remain strong dissenting opinions not only about probability but even about the utility of any numeric method in this context.

Overviews and Reviews (C. Berenstein, R.K. Bhatnagar, L.N. Kanal and D. Lavine). Explication or Critique of Current Approaches to Uncertainty (P.P. Bonissone, B. Chandrasekaran, P. Cheeseman, K.S. Decker, B.N. Grosof, D. Heckerman, M. Henrion, E. Horvitz, D. Hunter, R.W. Johnson, J.F. Lemmer, G. Shafer, J.E. Shore, D.J. Spiegelhalter, M.C. Tanner, B.P. Wise, L.A. Zadeh and A.C. Zimmer). Synthesis of Current Approaches to Uncertainty (C.Y. Chong, M.S. Cohen, R.M. Fung, G.S.-H. Liu and R.R. Yager). Incorporating Uncertainty in Systems (J. Breese, M.L. Ginsberg, P.D. Holden, S. Holtzman, K.G. Kempf, T.S. Levitt, J. Pearl, B.M. Perrin, R.D. Shachter, D.S. Vaughan and R.M. Yadrick). Techniques for Inducing and Processing Uncertain Information (M. Bauer, N.C. Dalkey, H. Hamburger, S.J. Hanson and L. Rendell). Alternate Perspectives (J. Fox, R.P. Loui and R. Solomonoff). Alternatives to Minimax in Game Playing (B. Abramson, D. Nau, P. Purdom and C.-H. Tzeng).

Reihe/Serie Machine Intelligence & Pattern Recognition
Zusatzinfo Illustrations
Verlagsort Oxford
Sprache englisch
Maße 150 x 230 mm
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
ISBN-10 0-444-70058-7 / 0444700587
ISBN-13 978-0-444-70058-2 / 9780444700582
Zustand Neuware
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