Linguistic hedges for ant-generated rules
| Contribuinte(s) |
Department of Computer Science Advanced Reasoning Group |
|---|---|
| Data(s) |
23/01/2008
23/01/2008
2006
|
| Resumo |
M. Galea and Q. Shen. Linguistic hedges for ant-generated rules. Proceedings of the 15th International Conference on Fuzzy Systems, pages 9105-9112, 2006. FRANTIC, a system inspired by insect behaviour for inducing fuzzy IF-THEN rules, is enhanced to produce rules with linguistic hedges. FRANTIC is evaluated against an earlier version of itself and against several other fuzzy rule induction algorithms, and the results are highly encouraging. Rule comprehensibility is maintained while an improvement in the accuracy of the rulebases induced is observed. Equally important, the increase in computation expense due to the improved richness in the hypothesis language is acknowledged, and several ways of resolving this are discussed. Non peer reviewed |
| Formato |
8 |
| Identificador |
Shen , Q & Galea , M 2006 , ' Linguistic hedges for ant-generated rules ' pp. 9105-9112 . DOI: 10.1109/FUZZY.2006.1681974 PURE: 74852 PURE UUID: 07f1f644-52f5-446c-b7ef-196a2430eb09 dspace: 2160/460 |
| Idioma(s) |
eng |
| Tipo |
/dk/atira/pure/researchoutput/researchoutputtypes/contributiontoconference/paper |
| Relação | |
| Direitos |
