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A principled approach to fuzzy rule base interpolation using similarity relations
Bernadette Bouchon‐Meunier +4 more
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Degradation-Aware Multi-Stage Fusion for Underwater Image Enhancement. [PDF]
Xie L, Chen H, Shu J.
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Hybrid ConvNeXtV2-ViT Architecture with Ontology-Driven Explainability and Out-of-Distribution Awareness for Transparent Chest X-Ray Diagnosis. [PDF]
Almughamisi N +3 more
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Enhancing Medical Image Segmentation and Classification Using a Fuzzy-Driven Method. [PDF]
Abduvaitov A +6 more
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Studies on Interpolative Fuzzy Reasoning and Fuzzy Rule Generation
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Density-based approach for fuzzy rule interpolation
Applied Soft Computing Journal, 2023Fei Gao
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Fuzzy Rule Interpolation with a Transformed Rule Base
2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2021Traditional fuzzy rule interpolation (FRI) methods typically utilise Euclidean distances between an observation and the rules in a given sparse rule base to select a set of rules closest to the observation to perform interpolation. However, simply applying the Euclidean distance metric may frequently lead to inferior results, because it cannot take ...
Mou Zhou +5 more
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Towards Rule-ranking Based Fuzzy Rule Interpolation
2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2021Recently proposed methods of TSK inference extension (TSK+) and K closest rules based TSK (KCR) are able to potentially perform fuzzy rule-based inference with a sparse rule base, for regression problems. However, in certain real-world applications, observations may be rather far away from any rules that may be fired in order to implement the required ...
Mou Zhou +6 more
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