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Advances in Intelligent Computing - IPMU '94

5th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, France, July 4-8, 1994. Selected Papers

  • Conference proceedings
  • © 1995

Overview

Editors:
  1. Bernadette Bouchon-Meunier
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  2. Ronald R. Yager
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  3. Lotfi A. Zadeh
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 945)

Included in the following conference series:

Conference proceedings info: IPMU 1994.

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Table of contents (63 papers)

  1. Front Matter

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  2. Philosophical foundations for causal networks

    • Glenn Shafer
    Pages 1-12

  3. Non standard probabilistic and non probabilistic representations of uncertainty

    • Philippe Smets
    Pages 13-38

  4. Argumentation systems and evidence theory

    • Jürg Kohlas, Hans Wolfgang Brachinger
    Pages 39-50

  5. Algebraic structures related to Dempster-Shafer theory

    • Milan Daniel
    Pages 51-61

  6. Extension of lower probabilities and coherence of belief measures

    • Zhenyuan Wang, Wei Wang
    Pages 62-69

  7. A note on multi-objective information measures

    • Colette Padet, Arthur Ramer, Ronald Yager
    Pages 70-76

  8. Decision making using belief functions evaluation of information

    • Khaled Mellouli
    Pages 77-83

  9. Hybrid propagation in junction trees

    • A. Philip Dawid, Uffe Kjærulff, Steffen L. Lauritzen
    Pages 85-97

  10. Heuristic algorithms for the triangulation of graphs

    • Andrés Cano, Serafín Moral
    Pages 98-107

  11. Computing marginals from the marginal representation in Markov trees

    • Hong Xu
    Pages 108-116

  12. Representation of Bayesian networks as relational databases

    • S. K. M. Wong, Y. Xiang, X. Nie
    Pages 117-130

  13. Decision influence diagrams with fuzzy utilities

    • Miguel López
    Pages 131-138

  14. Causal Networks and their toolkit in KSE

    • Jianming Liang, Qinliang Ren, Zhuoqun Xu, Jiaqing Fang
    Pages 139-148

  15. Approximations of causal networks by polytrees: an empirical study

    • Silvia Acid, Luis M. de Campos
    Pages 149-158

  16. Evidence propagation on influence diagrams and value of evidence

    • Kazuo J. Ezawa
    Pages 159-167

  17. Some varieties of qualitative probability

    • Michael P. Wellman
    Pages 169-179

  18. The qualitative verification of quantitative uncertainty

    • Simon Parsons, Alessandro Saffiotti
    Pages 180-189

  19. Uncertainty management using probability intervals

    • Luis M. de Campos, Juan F. Huete, Serafín Moral
    Pages 190-199

  20. Probabilistic consistency of conditional probability bounds

    • Angelo Gilio
    Pages 200-209
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About this book

This book presents a topical selection of full refereed research papers presented during the 5th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU '94, held in Paris, France in July 1994. The topical focus is on the role of uncertainty in the contruction of intelligent computing systems and it is shown how the concepts of AI, neural networks, and fuzzy logic can be utilized for that purpose.
In total, there are presented 63 thoroughly revised papers organized in sections on fundamental issues; theory of evidence; networks, probabilistic, statistical, and informational methods; possibility theory, logics, chaos, reusability, and applications.

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