A proposal on reasoning methods in fuzzy rule-based classification systems

  title={A proposal on reasoning methods in fuzzy rule-based classification systems},
  author={Oscar Cord{\'o}n and Mar{\'i}a Jos{\'e} del Jes{\'u}s and Francisco Herrera},
  journal={Int. J. Approx. Reasoning},
Fuzzy Rule-Based Systems have been succesfully applied to pattern classification problems. In this type of classification systems, the classical Fuzzy Reasoning Method (FRM) classifies anew example with the consequent of the rule with the greatest degree of association. By using this reasoning method, we lose the information provided by the other rules with different linguistic labels which also represent his value in the pattern attribute, although probably to a lesser degree. The aim of this… CONTINUE READING
Highly Influential
This paper has highly influenced 21 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 506 citations. REVIEW CITATIONS
229 Citations
27 References
Similar Papers


Publications citing this paper.
Showing 1-10 of 229 extracted citations

506 Citations

Citations per Year
Semantic Scholar estimates that this publication has 506 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.
Showing 1-10 of 27 references

Selecting fuzzy rule-based classification systems with specific reasoning methods using genetic algorithms

  • Cordon, E M.J. de1 Jesus. F. Herrera, Lopez
  • in: Proceedings of the Seventh International…
  • 1997

A neural - network - based fuzzy classifier

  • S. Abe Uebele
  • IEEE Transactions on Systems , Man , and…
  • 1996

Similar Papers

Loading similar papers…