Fuzzy Rule Interpolation With $K$-Neighbors for TSK Models
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2021.3136359
Abstract: When a fuzzy system is presented with an incomplete (or sparse) rule base, fuzzy rule interpolation (FRI) offers a useful mechanism to infer conclusions for unmatched observations. However, most existing FRI methodologies are established for… read more here.
Keywords: interpolation neighbors; rule; fuzzy rule; rule interpolation ... See more keywords
Transformation-Based Fuzzy Rule Interpolation Using Interval Type-2 Fuzzy Sets
Sign Up to like & getrecommendations! Published in 2017 at "Algorithms"
DOI: 10.3390/a10030091
Abstract: In support of reasoning with sparse rule bases, fuzzy rule interpolation (FRI) offers a helpful inference mechanism for deriving an approximate conclusion when a given observation has no overlap with any rule in the existing… read more here.
Keywords: type fuzzy; fuzzy sets; rule interpolation; rule ... See more keywords