Editorial: Imprecise probability perspectives on artificial intelligence

  • Marco Zaffalon
  • Gert de CoomanEmail author


Conditional Independence Belief Function Strong Edge Semimodular Lattice Imprecise Probability 
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  1. [1]
    A.P. Dawid, Conditional independence, in: Encyclopedia of Statistical Sciences, Update Volume 2, eds. S. Kotz, C.B. Read and D.L. Banks (Wiley, New York, 1999) pp. 146–153.Google Scholar
  2. [2]
    A.P. Dawid, Separoids: A mathematical framework for conditional independence and irrelevance, Annals of Mathematics and Artificial Intelligence 32 (2001) 335–372.CrossRefMathSciNetGoogle Scholar
  3. [3]
    G. de Cooman, F.G. Cozman, S. Moral and P. Walley (eds.), ISIPTA ’99 – Proceedings of the First International Symposium on Imprecise Probabilities and Their Applications (Imprecise Probabilities Project, Ghent, 1999).Google Scholar
  4. [4]
    G. de Cooman, T.L. Fine and T. Seidenfeld (eds.), ISIPTA ’01 – Proceedings of the Second International Symposium on Imprecise Probabilities and Their Applications, eds. (Shaker, Maastricht, 2000).Google Scholar
  5. [5]
    J. Pearl, Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann, San Mateo, 1988).Google Scholar
  6. [6]
    G. Shafer, A Mathematical Theory of Evidence (Princeton University Press, Princeton, NJ, 1976).zbMATHGoogle Scholar
  7. [7]
    M. Stern, Semimodular Lattices (Cambridge University Press, 1999).Google Scholar
  8. [8]
    G. Szasz, Introduction to Lattice Theory (Academic, New York, 1963).Google Scholar
  9. [9]
    P. Walley, Statistical Reasoning with Imprecise Probabilities (Chapman and Hall, London, 1991).Google Scholar
  10. [10]
    P. Walley, Inferences from multinomial data: Learning about a bag of marbles, Journal of the Royal Statistical Society, Series B 58 (1996) 3–57. With discussion.zbMATHMathSciNetGoogle Scholar
  11. [11]
    P. Walley, Towards a unified theory of imprecise probability, International Journal of Approximate Reasoning 24 (2000) 125–148.CrossRefzbMATHMathSciNetGoogle Scholar

Copyright information

© Springer Science+Business Media, Inc. 2005

Authors and Affiliations

  1. 1.Ghent University, SYSTeMS Research groupZwijnaardeBelgium
  2. 2.IDSIAMannoSwitzerland

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