Matches in SemOpenAlex for { <https://semopenalex.org/work/W1865387786> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W1865387786 abstract "Abstract : This exploratory study assesses the accuracy of backpropagation neural networks in predicting sortie generations, given pre-specified levels of air base resources. Single hidden layer networks and two-way interaction regression metamodels were fitted to simulated data previously generated by way of a factional design for ten factors at two levels, and subsequently tested (cross-validated) via an independent testing sample. It was determined that regression metamodels were generally superior in predicting unseen cases, while their network counterparts exhibited far better goodness-of-fit characteristics. The research consistently emphasizes that goodness-of-fit in no way necessarily implies goodness-of-prediction, in that different non-equivalent statistical measures are required to assess both these phenomena. In spite of their relatively poor performance in predicting the test sample used in this study, experimental results indicate that future research focused on applying neural network modeling techniques to sortie generation prediction and the identification of critical air base resources is warranted." @default.
- W1865387786 created "2016-06-24" @default.
- W1865387786 creator A5017243764 @default.
- W1865387786 date "1991-09-01" @default.
- W1865387786 modified "2023-09-27" @default.
- W1865387786 title "An Exploratory Application of Neural Networks to the Sortie Generation Forecasting Problem" @default.
- W1865387786 hasPublicationYear "1991" @default.
- W1865387786 type Work @default.
- W1865387786 sameAs 1865387786 @default.
- W1865387786 citedByCount "1" @default.
- W1865387786 countsByYear W18653877862012 @default.
- W1865387786 crossrefType "journal-article" @default.
- W1865387786 hasAuthorship W1865387786A5017243764 @default.
- W1865387786 hasConcept C105795698 @default.
- W1865387786 hasConcept C116834253 @default.
- W1865387786 hasConcept C119857082 @default.
- W1865387786 hasConcept C124101348 @default.
- W1865387786 hasConcept C132480984 @default.
- W1865387786 hasConcept C149782125 @default.
- W1865387786 hasConcept C154945302 @default.
- W1865387786 hasConcept C155032097 @default.
- W1865387786 hasConcept C185592680 @default.
- W1865387786 hasConcept C198531522 @default.
- W1865387786 hasConcept C33923547 @default.
- W1865387786 hasConcept C41008148 @default.
- W1865387786 hasConcept C43617362 @default.
- W1865387786 hasConcept C50644808 @default.
- W1865387786 hasConcept C59822182 @default.
- W1865387786 hasConcept C83546350 @default.
- W1865387786 hasConcept C86803240 @default.
- W1865387786 hasConceptScore W1865387786C105795698 @default.
- W1865387786 hasConceptScore W1865387786C116834253 @default.
- W1865387786 hasConceptScore W1865387786C119857082 @default.
- W1865387786 hasConceptScore W1865387786C124101348 @default.
- W1865387786 hasConceptScore W1865387786C132480984 @default.
- W1865387786 hasConceptScore W1865387786C149782125 @default.
- W1865387786 hasConceptScore W1865387786C154945302 @default.
- W1865387786 hasConceptScore W1865387786C155032097 @default.
- W1865387786 hasConceptScore W1865387786C185592680 @default.
- W1865387786 hasConceptScore W1865387786C198531522 @default.
- W1865387786 hasConceptScore W1865387786C33923547 @default.
- W1865387786 hasConceptScore W1865387786C41008148 @default.
- W1865387786 hasConceptScore W1865387786C43617362 @default.
- W1865387786 hasConceptScore W1865387786C50644808 @default.
- W1865387786 hasConceptScore W1865387786C59822182 @default.
- W1865387786 hasConceptScore W1865387786C83546350 @default.
- W1865387786 hasConceptScore W1865387786C86803240 @default.
- W1865387786 hasLocation W18653877861 @default.
- W1865387786 hasOpenAccess W1865387786 @default.
- W1865387786 hasPrimaryLocation W18653877861 @default.
- W1865387786 hasRelatedWork W1793927692 @default.
- W1865387786 hasRelatedWork W2006868542 @default.
- W1865387786 hasRelatedWork W2026787269 @default.
- W1865387786 hasRelatedWork W2040954451 @default.
- W1865387786 hasRelatedWork W2055821270 @default.
- W1865387786 hasRelatedWork W2069304223 @default.
- W1865387786 hasRelatedWork W2074626524 @default.
- W1865387786 hasRelatedWork W2076520076 @default.
- W1865387786 hasRelatedWork W2088023283 @default.
- W1865387786 hasRelatedWork W2128640226 @default.
- W1865387786 hasRelatedWork W2146443196 @default.
- W1865387786 hasRelatedWork W2151822103 @default.
- W1865387786 hasRelatedWork W2576516466 @default.
- W1865387786 hasRelatedWork W2730581894 @default.
- W1865387786 hasRelatedWork W3023421076 @default.
- W1865387786 hasRelatedWork W3124816661 @default.
- W1865387786 hasRelatedWork W3153556577 @default.
- W1865387786 hasRelatedWork W3154313346 @default.
- W1865387786 hasRelatedWork W3210449350 @default.
- W1865387786 hasRelatedWork W2184135437 @default.
- W1865387786 isParatext "false" @default.
- W1865387786 isRetracted "false" @default.
- W1865387786 magId "1865387786" @default.
- W1865387786 workType "article" @default.