Paving the Way to Explainable Artificial Intelligence with Fuzzy Modeling
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Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-030-12544-8_17
Reference45 articles.
1. Alcala-Fdez, J., Alonso, J.M.: A survey of fuzzy systems software: taxonomy, current research trends, and prospects. IEEE Trans. Fuzzy Syst. 24(1), 40–56 (2016). https://doi.org/10.1109/TFUZZ.2015.2426212
2. Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence);JM Alonso,2011
3. Alonso, J., Conde-Clemente, P., Trivino, G.: Linguistic description of complex phenomena with the rLDCP R package. In: Proceedings of the 10th International Conference on Natural Language Generation, pp. 243–244 (2017)
4. Alonso, J.M., Magdalena, L.: HILK++: an interpretability-guided fuzzy modeling methodology for learning readable and comprehensible fuzzy rule-based classifiers. Soft Comput. 15(10), 1959–1980 (2011). https://doi.org/10.1007/s00500-010-0628-5
5. Alonso, J.M., Magdalena, L., González-Rodríguez, G.: Looking for a good fuzzy system interpretability index: an experimental approach. Int. J. Approx. Reason. 51(1), 115–134 (2009). https://doi.org/10.1016/j.ijar.2009.09.004
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