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Towards Dynamic Fuzzy Rule Interpolation with Harmony Search
UK Workshop on Computational Intelligence, 2022Jinle Lin, C. Shang, Qiang Shen
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Practical Aspects of Fuzzy Rule Interpolation
2014The number of the Fuzzy Rule Interpolation (FRI) applications in engineering tasks is still insignificant compared to the classical fuzzy reasoning methods. The main goal of this paper is to emphasize the benefits of the direct (embedded) applicability of fuzzy rule interpolation and the related sparse rule-based knowledge representation through ...
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Algebra-based Fuzzy Rule Interpolation
Fuzzy logic plays a crucial role in handling uncertainty, particularly in artificial intelligence systems. A key challenge in fuzzy rule-based systems is the issue of sparsity in rule bases, where gaps in the rule coverage can hinder inference accuracy.openaire +1 more source
Extending the Fuzzy Rule Interpolation "FIVE" by Fuzzy Observation
2006Some difficulties emerging during the construction of fuzzy rule bases are inherited from the type of the applied fuzzy reasoning. In fuzzy systems, when classical methods (e.g. the Compositional Rule of Inference) are applied, the completeness of the fuzzy rule base is required to generate meaningful output. This means, that the fuzzy rule base has to
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VRF: Variance-Redistribution-Driven Fuzzy Rule Interpolation for TSK Models
IEEE transactions on fuzzy systemsChanghong Jiang, C. Shang, Qiang Shen
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Fuzzy rule interpolation for multidimensional input spaces with applications: a case study
IEEE Transactions on Fuzzy Systems, 2005Kok Wai Wong, D Tikk, T D Gedeon
exaly
Multi-variable fuzzy forecasting based on fuzzy clustering and fuzzy rule interpolation techniques
Information Sciences, 2010Shyi-Ming Chen, Yü-Chüan Chang
exaly
Fuzzy Knowledge-Based Prediction Through Weighted Rule Interpolation
IEEE Transactions on Cybernetics, 2020Ying Li, Changjing Shang, Qiang Shen
exaly
Fuzzy Approaches for Soft Computing and Approximate Reasoning, 2020
S. Nagy +4 more
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S. Nagy +4 more
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Comprehensive analysis of a new fuzzy rule interpolation method
IEEE Transactions on Fuzzy Systems, 2000D Tikk, P Baranyi
exaly

