A robust logic for rule-based reasoning under uncertainty

S. Parsons, M. Kubat, M. Dohnal

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

A symbolically quantified logic is presented for reasoning under uncertainty that is based upon the concept of rough sets. This mathematical model provides a simple yet sound basis for a robust reasoning system. A rule of inference analogous to modus ponens is described, and it is shown how it might be used by a reasoning system to determine the most likely outcome under conditions of uncertain knowledge. An analysis of the robustness of the logic in rule-based reasoning is also presented.

Original languageEnglish (US)
Title of host publicationProceedings - Computer Systems and Software Engineering
Subtitle of host publication6th Annual European Computer Conference, CompEuro 1992
EditorsPatrick Dewilde, Joos Vandewalle
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages119-120
Number of pages2
ISBN (Electronic)0818627603, 9780818627606
DOIs
StatePublished - Jan 1 1992
Externally publishedYes
Event6th Annual European Computer Conference on Computer Systems and Software Engineering, CompEuro 1992 - The Hague, Netherlands
Duration: May 4 1992May 8 1992

Publication series

NameProceedings - Computer Systems and Software Engineering: 6th Annual European Computer Conference, CompEuro 1992

Conference

Conference6th Annual European Computer Conference on Computer Systems and Software Engineering, CompEuro 1992
CountryNetherlands
CityThe Hague
Period5/4/925/8/92

ASJC Scopus subject areas

  • Artificial Intelligence
  • Software
  • Computational Theory and Mathematics
  • Computer Vision and Pattern Recognition

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    Parsons, S., Kubat, M., & Dohnal, M. (1992). A robust logic for rule-based reasoning under uncertainty. In P. Dewilde, & J. Vandewalle (Eds.), Proceedings - Computer Systems and Software Engineering: 6th Annual European Computer Conference, CompEuro 1992 (pp. 119-120). [218473] (Proceedings - Computer Systems and Software Engineering: 6th Annual European Computer Conference, CompEuro 1992). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CMPEUR.1992.218473