Evolutionary rule-based systems for imbalanced data sets
✍ Scribed by Albert Orriols-Puig; Ester Bernadó-Mansilla
- Publisher
- Springer
- Year
- 2008
- Tongue
- English
- Weight
- 312 KB
- Volume
- 13
- Category
- Article
- ISSN
- 1432-7643
No coin nor oath required. For personal study only.
📜 SIMILAR VOLUMES
Machine learning offers the possibifity of deriving knowledge from data automatically. In the application described, the results of corrosion tests are used to derive rules about the corrosion resistance of materials. These can be used in an expert system to develop new materials and to answer custo
This article presents a study on the use of parametrized operators in the Inference System of linguistic fuzzy systems adapted by evolutionary algorithms, for achieving better cooperation among fuzzy rules. This approach produces a kind of rule cooperation by means of the inference system, increasin