@article{Ishibuchi1999FuzzyarithmeticbasedAF, title={Fuzzy-arithmetic-based approach for extracting positive and negative linguistic rules from trained neural networks}, author={Hisao Ishibuchi and Manabu Nii and Kazuo Tanaka}, journal={FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315)}, year={1999}, volume={3}, pages={1382-1387 vol.3} }

- Published 1999 in FUZZ-IEEE'99. 1999 IEEE International Fuzzy…

Our method extracts linguistic rules from trained neural networks for high-dimensional pattern classification problems with continuous attributes. Characteristic features of our rule extraction method are as follows: (I)It can extract fuzzy if-then rules with linguistic interpretation. Extracted fuzzy if-then rules are always linguistically interpretable… CONTINUE READING

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