Knowledge Extraction Using the FARB
- 515 Downloads
The FARB–ANN equivalence immediately yields a representation of the IO mapping of a given trained ANN in a symbolic form. The fuzzy rules and their parameters are determined by the network structure and parameters. This transforms the knowledge embedded in the network into a set of symbolic rules stated using natural language. If necessary, the FARB can be further simplified to increase its comprehensibility.
Unable to display preview. Download preview PDF.