Matches in SemOpenAlex for { <https://semopenalex.org/work/W2153128045> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2153128045 abstract "This paper introduces a neural fuzzy network approach for evolving system modeling. The approach uses neofuzzy neurons and a neural fuzzy structure monished with an incremental learning algorithm that includes adaptive feature selection. The feature selection mechanism starts considering one or more input variables from a given set of variables, and decides if a new variable should be added, or if an existing variable should be excluded or kept as an input. The decision process uses statistical tests and information about the current model performance. The incremental learning scheme simultaneously selects the input variables and updates the neural network weights. The weights are adjusted using a gradient-based scheme with optimal learning rate. The performance of the models obtained with the neural fuzzy modeling approach is evaluated considering weather temperature forecasting problems. Computational results show that the approach is competitive with alternatives reported in the literature, especially in on-line modeling situations where processing time and learning are critical." @default.
- W2153128045 created "2016-06-24" @default.
- W2153128045 creator A5009222136 @default.
- W2153128045 creator A5014780974 @default.
- W2153128045 creator A5084981285 @default.
- W2153128045 creator A5087915677 @default.
- W2153128045 date "2012-12-01" @default.
- W2153128045 modified "2023-10-01" @default.
- W2153128045 title "Evolving Neural Fuzzy Network with Adaptive Feature Selection" @default.
- W2153128045 cites W1488957217 @default.
- W2153128045 cites W1525833841 @default.
- W2153128045 cites W1554967529 @default.
- W2153128045 cites W2016319797 @default.
- W2153128045 cites W2079325629 @default.
- W2153128045 cites W2084689094 @default.
- W2153128045 cites W2088866250 @default.
- W2153128045 cites W2092911486 @default.
- W2153128045 cites W2094603430 @default.
- W2153128045 cites W2103466125 @default.
- W2153128045 cites W2107082000 @default.
- W2153128045 cites W2134432876 @default.
- W2153128045 cites W2136142776 @default.
- W2153128045 cites W2144276202 @default.
- W2153128045 cites W2151863350 @default.
- W2153128045 cites W2153196467 @default.
- W2153128045 cites W2610419677 @default.
- W2153128045 doi "https://doi.org/10.1109/icmla.2012.184" @default.
- W2153128045 hasPublicationYear "2012" @default.
- W2153128045 type Work @default.
- W2153128045 sameAs 2153128045 @default.
- W2153128045 citedByCount "6" @default.
- W2153128045 countsByYear W21531280452013 @default.
- W2153128045 countsByYear W21531280452015 @default.
- W2153128045 countsByYear W21531280452016 @default.
- W2153128045 countsByYear W21531280452019 @default.
- W2153128045 countsByYear W21531280452021 @default.
- W2153128045 countsByYear W21531280452023 @default.
- W2153128045 crossrefType "proceedings-article" @default.
- W2153128045 hasAuthorship W2153128045A5009222136 @default.
- W2153128045 hasAuthorship W2153128045A5014780974 @default.
- W2153128045 hasAuthorship W2153128045A5084981285 @default.
- W2153128045 hasAuthorship W2153128045A5087915677 @default.
- W2153128045 hasConcept C119857082 @default.
- W2153128045 hasConcept C124101348 @default.
- W2153128045 hasConcept C134306372 @default.
- W2153128045 hasConcept C138885662 @default.
- W2153128045 hasConcept C148483581 @default.
- W2153128045 hasConcept C154945302 @default.
- W2153128045 hasConcept C177264268 @default.
- W2153128045 hasConcept C182365436 @default.
- W2153128045 hasConcept C195975749 @default.
- W2153128045 hasConcept C199360897 @default.
- W2153128045 hasConcept C2776401178 @default.
- W2153128045 hasConcept C29470771 @default.
- W2153128045 hasConcept C33923547 @default.
- W2153128045 hasConcept C41008148 @default.
- W2153128045 hasConcept C41895202 @default.
- W2153128045 hasConcept C42011625 @default.
- W2153128045 hasConcept C50644808 @default.
- W2153128045 hasConcept C58166 @default.
- W2153128045 hasConceptScore W2153128045C119857082 @default.
- W2153128045 hasConceptScore W2153128045C124101348 @default.
- W2153128045 hasConceptScore W2153128045C134306372 @default.
- W2153128045 hasConceptScore W2153128045C138885662 @default.
- W2153128045 hasConceptScore W2153128045C148483581 @default.
- W2153128045 hasConceptScore W2153128045C154945302 @default.
- W2153128045 hasConceptScore W2153128045C177264268 @default.
- W2153128045 hasConceptScore W2153128045C182365436 @default.
- W2153128045 hasConceptScore W2153128045C195975749 @default.
- W2153128045 hasConceptScore W2153128045C199360897 @default.
- W2153128045 hasConceptScore W2153128045C2776401178 @default.
- W2153128045 hasConceptScore W2153128045C29470771 @default.
- W2153128045 hasConceptScore W2153128045C33923547 @default.
- W2153128045 hasConceptScore W2153128045C41008148 @default.
- W2153128045 hasConceptScore W2153128045C41895202 @default.
- W2153128045 hasConceptScore W2153128045C42011625 @default.
- W2153128045 hasConceptScore W2153128045C50644808 @default.
- W2153128045 hasConceptScore W2153128045C58166 @default.
- W2153128045 hasLocation W21531280451 @default.
- W2153128045 hasOpenAccess W2153128045 @default.
- W2153128045 hasPrimaryLocation W21531280451 @default.
- W2153128045 hasRelatedWork W108623766 @default.
- W2153128045 hasRelatedWork W1493159477 @default.
- W2153128045 hasRelatedWork W1563478838 @default.
- W2153128045 hasRelatedWork W1578762159 @default.
- W2153128045 hasRelatedWork W1777472682 @default.
- W2153128045 hasRelatedWork W1967710160 @default.
- W2153128045 hasRelatedWork W1991049510 @default.
- W2153128045 hasRelatedWork W2083705219 @default.
- W2153128045 hasRelatedWork W2160897682 @default.
- W2153128045 hasRelatedWork W3163334550 @default.
- W2153128045 isParatext "false" @default.
- W2153128045 isRetracted "false" @default.
- W2153128045 magId "2153128045" @default.
- W2153128045 workType "article" @default.