Uncertainty Management in Information Systems: From Needs to Solutions - Softcover

Inhaltsangabe

Preface. 1. Introduction; A. Motro. 2. Sources of Uncertainty, Imprecision, and Inconsistency in Information Systems; A. Motro. 3. Imperfect Information in Relational Databases; E. Zimányi, A. Pirotte. 4. Uncertainty in Intelligent Databases; R. Demolombe. 5. Uncertain, Incomplete, and Inconsistent Data in Scientific and Statistical Databases; S. Kwan, et al. 6. Knowledge Discovery and Acquisition From Imperfect Information; G. Piatetsky-Shapiro. 7. Uncertainty in Information Retrieval Systems; H.R. Turtle, W.B. Croft. 8. Imperfect Information: Imprecision and Uncertainty; P. Smets. 9. Probabilistic and Bayesian Representations of Uncertainty in Information Systems: A Pragmatic Introduction; M. Henrion, et al. 10. An Introduction to the Fuzzy Set and Possibility Theory-Based Treatment of Flexible Queries and Uncertain or Imprecise Databases; P. Bosc, H. Prade. 11. Logical Handling of Inconsistent and Default Information; P. Besnard, et al. 12. The Transferable Belief Model for Belief Representation; P. Smets, R. Kruse. 13. Approximate Reasoning Systems: Handling Uncertainty and Imprecision in Information Systems; P.P. Bonissone. 14. On the Classification of Uncertainty Techniques in Relation to the Application Needs; E.H. Mamdani. 15. A Bibliography on Uncertainty Management in Information Systems; C.E. Dyreson. Index.

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