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Towards Dynamic Fuzzy Rule Interpolation with Harmony Search

UK Workshop on Computational Intelligence, 2022
Jinle Lin, C. Shang, Qiang Shen
semanticscholar   +1 more source

Practical Aspects of Fuzzy Rule Interpolation

2014
The 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 ...
openaire   +1 more source

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

2006
Some 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
openaire   +1 more source

VRF: Variance-Redistribution-Driven Fuzzy Rule Interpolation for TSK Models

IEEE transactions on fuzzy systems
Changhong Jiang, C. Shang, Qiang Shen
semanticscholar   +1 more source

Fuzzy rule interpolation for multidimensional input spaces with applications: a case study

IEEE Transactions on Fuzzy Systems, 2005
Kok Wai Wong, D Tikk, T D Gedeon
exaly  

Fuzzy Knowledge-Based Prediction Through Weighted Rule Interpolation

IEEE Transactions on Cybernetics, 2020
Ying Li, Changjing Shang, Qiang Shen
exaly  

On the Applicability of Fuzzy Rule Interpolation and Wavelet Analysis in Colorectal Image Segment Classification

Fuzzy Approaches for Soft Computing and Approximate Reasoning, 2020
S. Nagy   +4 more
semanticscholar   +1 more source

Comprehensive analysis of a new fuzzy rule interpolation method

IEEE Transactions on Fuzzy Systems, 2000
D Tikk, P Baranyi
exaly  

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