FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2040991551> ?p ?o ?g. }

• W2040991551 endingPage "77" @default.
• W2040991551 startingPage "54" @default.
• W2040991551 abstract "In this study, we design polynomial-based radial basis function neural networks (P-RBF NNs) based on a fuzzy inference mechanism. The essential design parameters (including learning rate, momentum coefficient and fuzzification coefficient of the underlying clustering method) are optimized by means of the particle swarm optimization. The proposed P-RBF NNs dwell upon structural findings about training data that are expressed in terms of a partition matrix resulting from fuzzy clustering in this case being the fuzzy C-means (FCM). The network is of functional nature as the weights between the hidden layer and the output are some polynomials. The use of the polynomial weights becomes essential in capturing the nonlinear nature of data encountered in regression or classification problems. From the perspective of linguistic interpretation, the proposed network can be expressed as a collection of “if–then” fuzzy rules. The architecture of the networks discussed here embraces three functional modules reflecting the three phases of input–output mapping realized in rule-based architectures, namely condition formation, conclusion creation, and aggregation. The proposed classifier is applied to some synthetic and machine learning datasets, and its results are compared with those reported in the previous studies." @default.
• W2040991551 created "2016-06-24" @default.
• W2040991551 creator A5003799782 @default.
• W2040991551 creator A5008749412 @default.
• W2040991551 creator A5035932097 @default.
• W2040991551 creator A5089183426 @default.
• W2040991551 date "2011-01-01" @default.
• W2040991551 modified "2023-10-18" @default.
• W2040991551 title "Polynomial-based radial basis function neural networks (P-RBF NNs) realized with the aid of particle swarm optimization" @default.
• W2040991551 cites W1833977909 @default.
• W2040991551 cites W1965217418 @default.
• W2040991551 cites W1976070030 @default.
• W2040991551 cites W1980631064 @default.
• W2040991551 cites W1998326571 @default.
• W2040991551 cites W2001663776 @default.
• W2040991551 cites W2015219393 @default.
• W2040991551 cites W2020542516 @default.
• W2040991551 cites W2026092728 @default.
• W2040991551 cites W2078094465 @default.
• W2040991551 cites W2083909184 @default.
• W2040991551 cites W2101927907 @default.
• W2040991551 cites W2102897151 @default.
• W2040991551 cites W2122250135 @default.
• W2040991551 cites W2128633998 @default.
• W2040991551 cites W2140842192 @default.
• W2040991551 cites W2144354855 @default.
• W2040991551 cites W2149306144 @default.
• W2040991551 cites W2158247472 @default.
• W2040991551 cites W2161349318 @default.
• W2040991551 cites W2166191038 @default.
• W2040991551 cites W3156118547 @default.
• W2040991551 cites W2151183121 @default.
• W2040991551 doi "https://doi.org/10.1016/j.fss.2010.08.007" @default.
• W2040991551 hasPublicationYear "2011" @default.
• W2040991551 type Work @default.
• W2040991551 sameAs 2040991551 @default.
• W2040991551 citedByCount "95" @default.
• W2040991551 countsByYear W20409915512012 @default.
• W2040991551 countsByYear W20409915512013 @default.
• W2040991551 countsByYear W20409915512014 @default.
• W2040991551 countsByYear W20409915512015 @default.
• W2040991551 countsByYear W20409915512016 @default.
• W2040991551 countsByYear W20409915512017 @default.
• W2040991551 countsByYear W20409915512018 @default.
• W2040991551 countsByYear W20409915512019 @default.
• W2040991551 countsByYear W20409915512020 @default.
• W2040991551 countsByYear W20409915512021 @default.
• W2040991551 countsByYear W20409915512022 @default.
• W2040991551 countsByYear W20409915512023 @default.
• W2040991551 crossrefType "journal-article" @default.
• W2040991551 hasAuthorship W2040991551A5003799782 @default.
• W2040991551 hasAuthorship W2040991551A5008749412 @default.
• W2040991551 hasAuthorship W2040991551A5035932097 @default.
• W2040991551 hasAuthorship W2040991551A5089183426 @default.
• W2040991551 hasConcept C11413529 @default.
• W2040991551 hasConcept C126255220 @default.
• W2040991551 hasConcept C134306372 @default.
• W2040991551 hasConcept C154945302 @default.
• W2040991551 hasConcept C33923547 @default.
• W2040991551 hasConcept C41008148 @default.
• W2040991551 hasConcept C42011625 @default.
• W2040991551 hasConcept C50644808 @default.
• W2040991551 hasConcept C58166 @default.
• W2040991551 hasConcept C73555534 @default.
• W2040991551 hasConcept C85617194 @default.
• W2040991551 hasConcept C90119067 @default.
• W2040991551 hasConcept C98856871 @default.
• W2040991551 hasConceptScore W2040991551C11413529 @default.
• W2040991551 hasConceptScore W2040991551C126255220 @default.
• W2040991551 hasConceptScore W2040991551C134306372 @default.
• W2040991551 hasConceptScore W2040991551C154945302 @default.
• W2040991551 hasConceptScore W2040991551C33923547 @default.
• W2040991551 hasConceptScore W2040991551C41008148 @default.
• W2040991551 hasConceptScore W2040991551C42011625 @default.
• W2040991551 hasConceptScore W2040991551C50644808 @default.
• W2040991551 hasConceptScore W2040991551C58166 @default.
• W2040991551 hasConceptScore W2040991551C73555534 @default.
• W2040991551 hasConceptScore W2040991551C85617194 @default.
• W2040991551 hasConceptScore W2040991551C90119067 @default.
• W2040991551 hasConceptScore W2040991551C98856871 @default.
• W2040991551 hasIssue "1" @default.
• W2040991551 hasLocation W20409915511 @default.
• W2040991551 hasOpenAccess W2040991551 @default.
• W2040991551 hasPrimaryLocation W20409915511 @default.
• W2040991551 hasRelatedWork W1582976312 @default.
• W2040991551 hasRelatedWork W1970060802 @default.
• W2040991551 hasRelatedWork W1993452631 @default.
• W2040991551 hasRelatedWork W2072311044 @default.
• W2040991551 hasRelatedWork W2075081939 @default.
• W2040991551 hasRelatedWork W2158044483 @default.
• W2040991551 hasRelatedWork W2352996254 @default.
• W2040991551 hasRelatedWork W2383546308 @default.
• W2040991551 hasRelatedWork W2885402007 @default.
• W2040991551 hasRelatedWork W2462012542 @default.
• W2040991551 hasVolume "163" @default.
• W2040991551 isParatext "false" @default.
• W2040991551 isRetracted "false" @default.
• W2040991551 magId "2040991551" @default.

• next