Interpretable classifier design by axiomatic fuzzy sets theory and derivative-free optimization

Author:

Wang YuangangORCID,Duan JiamingORCID,Liu Haoran,Guan Shuo,Liu Xiaodong,Duan Xiaodong

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference56 articles.

1. IFC-BD: An interpretable fuzzy classifier for boosting explainable artificial intelligence in big data;Aghaeipoor;IEEE Transactions on Fuzzy Systems,2022

2. GP-COACH: Genetic programming-based learning of cmpact and accurate fuzzy rule-based classification systems for high-dimensional problems;Berlanga;Information Sciences,2010

3. A big data clustering algorithm for mitigating the risk of customer churn;Bi;IEEE Transactions on Industrial Informatics,2016

4. Dai, W., Xu, Q., Yu, Y., & Zhou, Z. (2019). Bridging Machine Learning and Logical Reasoning by Abductive Learning. In Proceedings of the neural information processing systems (pp. 2815–2826).

5. Induction of fuzzy-rule-based classifiers with evolutionary boosting algorithms;Del Jesus;IEEE Transactions on Fuzzy Systems,2004

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