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International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems

IEA/AIE 1992: Industrial and Engineering Applications of Artificial Intelligence and Expert Systems pp 572–580Cite as

Reasoning under uncertainty with temporal aspects

  • Reasoning and Decision Support
  • Conference paper
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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 604))

Abstract

The representation and propagation of dynamic knowledge considering temporal changes of attribute values is an important problem in the domain of reasoning under uncertainty. Subject to this paper is an extension of the model of Bayesian networks that is capable of handling temporal constraints. A software prototype has been developed under the expert system shell KEE on a TI micro-explorer.

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References

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Author information

Authors and Affiliations

  1. Deptartment of Computer Science, Technical University of Braunschweig, W-3300, Braunschweig, Germany

    Detlef Nauck, Frank Klawonn, Rudolf Kruse & Uwe Lohs

Authors
  1. Detlef Nauck
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  2. Frank Klawonn
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  3. Rudolf Kruse
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  4. Uwe Lohs
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Editor information

Fevzi Belli Franz Josef Radermacher

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© 1992 Springer-Verlag Berlin Heidelberg

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Nauck, D., Klawonn, F., Kruse, R., Lohs, U. (1992). Reasoning under uncertainty with temporal aspects. In: Belli, F., Radermacher, F.J. (eds) Industrial and Engineering Applications of Artificial Intelligence and Expert Systems. IEA/AIE 1992. Lecture Notes in Computer Science, vol 604. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0025011

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  • DOI: https://doi.org/10.1007/BFb0025011

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-55601-5

  • Online ISBN: 978-3-540-47251-3

  • eBook Packages: Springer Book Archive

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