FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W183383412> ?p ?o ?g. }

• W183383412 endingPage "126" @default.
• W183383412 startingPage "121" @default.
• W183383412 abstract "In this paper, a novel and effective criterion based on the estimation of the signal-to-noise-ratio figure (SNRF) is proposed to optimize the number of hidden neurons in neural networks to avoid overfitting in the function approximation. SNRF can quantitatively measure the useful information left unlearned so that overfitting can be automatically detected from the training error only without use of a separate validation set. It is illustrated by optimizing the number of hidden neurons in a multi-layer perceptron (MLP) using benchmark datasets. The criterion can be further utilized in the optimization of other parameters of neural networks when overfitting needs to be considered." @default.
• W183383412 created "2016-06-24" @default.
• W183383412 creator A5015145805 @default.
• W183383412 creator A5025395594 @default.
• W183383412 creator A5032923032 @default.
• W183383412 date "2007-02-12" @default.
• W183383412 modified "2023-10-10" @default.
• W183383412 title "Optimizing number of hidden neurons in neural networks" @default.
• W183383412 cites W1531857721 @default.
• W183383412 cites W1582774210 @default.
• W183383412 cites W2020663993 @default.
• W183383412 cites W2045638068 @default.
• W183383412 cites W2076118331 @default.
• W183383412 cites W2094631910 @default.
• W183383412 cites W2129727551 @default.
• W183383412 cites W2137983211 @default.
• W183383412 cites W2141212940 @default.
• W183383412 cites W2169128354 @default.
• W183383412 cites W3146803896 @default.
• W183383412 hasPublicationYear "2007" @default.
• W183383412 type Work @default.
• W183383412 sameAs 183383412 @default.
• W183383412 citedByCount "17" @default.
• W183383412 countsByYear W1833834122012 @default.
• W183383412 countsByYear W1833834122013 @default.
• W183383412 countsByYear W1833834122014 @default.
• W183383412 countsByYear W1833834122015 @default.
• W183383412 countsByYear W1833834122017 @default.
• W183383412 countsByYear W1833834122018 @default.
• W183383412 countsByYear W1833834122019 @default.
• W183383412 countsByYear W1833834122020 @default.
• W183383412 countsByYear W1833834122021 @default.
• W183383412 crossrefType "proceedings-article" @default.
• W183383412 hasAuthorship W183383412A5015145805 @default.
• W183383412 hasAuthorship W183383412A5025395594 @default.
• W183383412 hasAuthorship W183383412A5032923032 @default.
• W183383412 hasConcept C115961682 @default.
• W183383412 hasConcept C119857082 @default.
• W183383412 hasConcept C124101348 @default.
• W183383412 hasConcept C13280743 @default.
• W183383412 hasConcept C153180895 @default.
• W183383412 hasConcept C154945302 @default.
• W183383412 hasConcept C177264268 @default.
• W183383412 hasConcept C179717631 @default.
• W183383412 hasConcept C185798385 @default.
• W183383412 hasConcept C199360897 @default.
• W183383412 hasConcept C205649164 @default.
• W183383412 hasConcept C22019652 @default.
• W183383412 hasConcept C2780009758 @default.
• W183383412 hasConcept C38365724 @default.
• W183383412 hasConcept C41008148 @default.
• W183383412 hasConcept C50644808 @default.
• W183383412 hasConcept C60908668 @default.
• W183383412 hasConcept C99498987 @default.
• W183383412 hasConceptScore W183383412C115961682 @default.
• W183383412 hasConceptScore W183383412C119857082 @default.
• W183383412 hasConceptScore W183383412C124101348 @default.
• W183383412 hasConceptScore W183383412C13280743 @default.
• W183383412 hasConceptScore W183383412C153180895 @default.
• W183383412 hasConceptScore W183383412C154945302 @default.
• W183383412 hasConceptScore W183383412C177264268 @default.
• W183383412 hasConceptScore W183383412C179717631 @default.
• W183383412 hasConceptScore W183383412C185798385 @default.
• W183383412 hasConceptScore W183383412C199360897 @default.
• W183383412 hasConceptScore W183383412C205649164 @default.
• W183383412 hasConceptScore W183383412C22019652 @default.
• W183383412 hasConceptScore W183383412C2780009758 @default.
• W183383412 hasConceptScore W183383412C38365724 @default.
• W183383412 hasConceptScore W183383412C41008148 @default.
• W183383412 hasConceptScore W183383412C50644808 @default.
• W183383412 hasConceptScore W183383412C60908668 @default.
• W183383412 hasConceptScore W183383412C99498987 @default.
• W183383412 hasLocation W1833834121 @default.
• W183383412 hasOpenAccess W183383412 @default.
• W183383412 hasPrimaryLocation W1833834121 @default.
• W183383412 hasRelatedWork W1443987605 @default.
• W183383412 hasRelatedWork W1560246752 @default.
• W183383412 hasRelatedWork W1608227909 @default.
• W183383412 hasRelatedWork W2028448850 @default.
• W183383412 hasRelatedWork W2043968820 @default.
• W183383412 hasRelatedWork W2072070946 @default.
• W183383412 hasRelatedWork W2089093251 @default.
• W183383412 hasRelatedWork W2104265134 @default.
• W183383412 hasRelatedWork W2114370465 @default.
• W183383412 hasRelatedWork W2124776405 @default.
• W183383412 hasRelatedWork W2125059447 @default.
• W183383412 hasRelatedWork W2156143454 @default.
• W183383412 hasRelatedWork W2202836497 @default.
• W183383412 hasRelatedWork W2318502288 @default.
• W183383412 hasRelatedWork W2321278764 @default.
• W183383412 hasRelatedWork W2377792863 @default.
• W183383412 hasRelatedWork W2602151200 @default.
• W183383412 hasRelatedWork W2976426989 @default.
• W183383412 hasRelatedWork W3037845117 @default.
• W183383412 hasRelatedWork W3214206881 @default.
• W183383412 isParatext "false" @default.
• W183383412 isRetracted "false" @default.
• W183383412 magId "183383412" @default.

• next