A deductive probabilistic and fuzzy object-oriented database language

@article{Cao2003ADP,
  title={A deductive probabilistic and fuzzy object-oriented database language},
  author={Tru H. Cao and Jonathan Rossiter},
  journal={Fuzzy Sets and Systems},
  year={2003},
  volume={140},
  pages={129-150}
}
We introduce a deductive probabilistic and fuzzy object-oriented model where a class property (i.e., an attribute or a method) can contain fuzzy set values, and uncertain class membership and property applicability are measured by lower and upper bounds on probability. Each uncertainly applicable property is interpreted as a default probabilistic logic rule, which is defeasible, and probabilistic default reasoning on fuzzy events is proposed for uncertain property inheritance and class… CONTINUE READING

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References

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Showing 1-10 of 37 references

A hierarchical model of fuzzy classes

  • J-P. Rossazza, D. Dubois, H. Prade
  • in: R. De Caluwe (Ed.), Fuzzy and Uncertain…
  • 1997
Highly Influential
4 Excerpts

The UFO database model: dealing with imperfect information

  • N. Van Gyseghem, R. De Caluwe
  • in: R. De Caluwe (Ed.), Fuzzy and Uncertain…
  • 1997
Highly Influential
4 Excerpts

At the crossroads of database systems and fuzzy sets

  • P. Bosc, O. Pivert
  • in: Proc. 1st Internat. Joint Conf. of the…
  • 2001
1 Excerpt

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