Matches in SemOpenAlex for { <https://semopenalex.org/work/W2597799326> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2597799326 abstract "The Wang–Mendel (WM) method is one of the earliest methods to learn fuzzy If-Then rules from data. In this article, the WM method is used to generate fuzzy If-Then rules for a zero-order Takagi–Sugeno–Kang (TSK) fuzzy inference system (FIS) from a set of multi-attribute monotone data. Convex and normal trapezoid fuzzy sets are used as fuzzy membership functions. Besides that, a strong fuzzy partition strategy is used. Our empirical analysis shows that a set of multi-attribute monotone data may lead to non-monotone fuzzy If-Then rules. The same observation can be made, empirically, using adaptive neuro-fuzzy inference system (ANFIS), a well-known and popular FIS model with neural learning capability. This finding is important for the modeling of a monotone FIS model, because it shows that even with a “clean” data set pertaining to a monotone system, the generated fuzzy If-Then rules may need to be preprocessed, before being used for FIS modeling. In short, it is imperative to develop methods for preprocessing non-monotone fuzzy rules from data, e.g., monotone fuzzy rules relabeling, or removing non-monotone fuzzy rules, is important (and is potentially necessary) during the course of developing data-driven FIS models." @default.
- W2597799326 created "2017-04-07" @default.
- W2597799326 creator A5005024504 @default.
- W2597799326 creator A5088594549 @default.
- W2597799326 date "2017-01-01" @default.
- W2597799326 modified "2023-09-25" @default.
- W2597799326 title "Monotone Data Samples Do Not Always Generate Monotone Fuzzy If-Then Rules" @default.
- W2597799326 cites W1981119555 @default.
- W2597799326 cites W1983425265 @default.
- W2597799326 cites W1983561707 @default.
- W2597799326 cites W1987976143 @default.
- W2597799326 cites W1989665358 @default.
- W2597799326 cites W1996786357 @default.
- W2597799326 cites W2003622848 @default.
- W2597799326 cites W2015661117 @default.
- W2597799326 cites W2019207321 @default.
- W2597799326 cites W2030028572 @default.
- W2597799326 cites W2032521963 @default.
- W2597799326 cites W2046738003 @default.
- W2597799326 cites W2050288270 @default.
- W2597799326 cites W2050797895 @default.
- W2597799326 cites W2076579537 @default.
- W2597799326 cites W2079325629 @default.
- W2597799326 cites W2096201488 @default.
- W2597799326 cites W2098479962 @default.
- W2597799326 cites W2108913366 @default.
- W2597799326 cites W2110574362 @default.
- W2597799326 cites W2156950153 @default.
- W2597799326 cites W2159265133 @default.
- W2597799326 cites W2159664196 @default.
- W2597799326 cites W2344820986 @default.
- W2597799326 cites W2465239575 @default.
- W2597799326 cites W4232430140 @default.
- W2597799326 doi "https://doi.org/10.1007/978-981-10-3957-7_15" @default.
- W2597799326 hasPublicationYear "2017" @default.
- W2597799326 type Work @default.
- W2597799326 sameAs 2597799326 @default.
- W2597799326 citedByCount "0" @default.
- W2597799326 crossrefType "book-chapter" @default.
- W2597799326 hasAuthorship W2597799326A5005024504 @default.
- W2597799326 hasAuthorship W2597799326A5088594549 @default.
- W2597799326 hasBestOaLocation W25977993262 @default.
- W2597799326 hasConcept C124101348 @default.
- W2597799326 hasConcept C127385683 @default.
- W2597799326 hasConcept C148671577 @default.
- W2597799326 hasConcept C154945302 @default.
- W2597799326 hasConcept C170260401 @default.
- W2597799326 hasConcept C186108316 @default.
- W2597799326 hasConcept C1883856 @default.
- W2597799326 hasConcept C195975749 @default.
- W2597799326 hasConcept C2524010 @default.
- W2597799326 hasConcept C2834757 @default.
- W2597799326 hasConcept C29470771 @default.
- W2597799326 hasConcept C33923547 @default.
- W2597799326 hasConcept C41008148 @default.
- W2597799326 hasConcept C42011625 @default.
- W2597799326 hasConcept C58166 @default.
- W2597799326 hasConceptScore W2597799326C124101348 @default.
- W2597799326 hasConceptScore W2597799326C127385683 @default.
- W2597799326 hasConceptScore W2597799326C148671577 @default.
- W2597799326 hasConceptScore W2597799326C154945302 @default.
- W2597799326 hasConceptScore W2597799326C170260401 @default.
- W2597799326 hasConceptScore W2597799326C186108316 @default.
- W2597799326 hasConceptScore W2597799326C1883856 @default.
- W2597799326 hasConceptScore W2597799326C195975749 @default.
- W2597799326 hasConceptScore W2597799326C2524010 @default.
- W2597799326 hasConceptScore W2597799326C2834757 @default.
- W2597799326 hasConceptScore W2597799326C29470771 @default.
- W2597799326 hasConceptScore W2597799326C33923547 @default.
- W2597799326 hasConceptScore W2597799326C41008148 @default.
- W2597799326 hasConceptScore W2597799326C42011625 @default.
- W2597799326 hasConceptScore W2597799326C58166 @default.
- W2597799326 hasLocation W25977993261 @default.
- W2597799326 hasLocation W25977993262 @default.
- W2597799326 hasOpenAccess W2597799326 @default.
- W2597799326 hasPrimaryLocation W25977993261 @default.
- W2597799326 hasRelatedWork W132529392 @default.
- W2597799326 hasRelatedWork W1520678950 @default.
- W2597799326 hasRelatedWork W1576230304 @default.
- W2597799326 hasRelatedWork W1595822859 @default.
- W2597799326 hasRelatedWork W1675706401 @default.
- W2597799326 hasRelatedWork W1968470405 @default.
- W2597799326 hasRelatedWork W1987415736 @default.
- W2597799326 hasRelatedWork W2001406223 @default.
- W2597799326 hasRelatedWork W2009883988 @default.
- W2597799326 hasRelatedWork W2015651254 @default.
- W2597799326 hasRelatedWork W2101922175 @default.
- W2597799326 hasRelatedWork W2164461766 @default.
- W2597799326 hasRelatedWork W2166006534 @default.
- W2597799326 hasRelatedWork W2481019781 @default.
- W2597799326 hasRelatedWork W2742022543 @default.
- W2597799326 hasRelatedWork W2759181290 @default.
- W2597799326 hasRelatedWork W2775613926 @default.
- W2597799326 hasRelatedWork W2900950022 @default.
- W2597799326 hasRelatedWork W31148654 @default.
- W2597799326 hasRelatedWork W3187827902 @default.
- W2597799326 isParatext "false" @default.
- W2597799326 isRetracted "false" @default.
- W2597799326 magId "2597799326" @default.
- W2597799326 workType "book-chapter" @default.