FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2465097267> ?p ?o ?g. }

• W2465097267 endingPage "989" @default.
• W2465097267 startingPage "977" @default.
• W2465097267 abstract "The scour depth that develops around bridge piers is known to be related to flow intensity, particle size of bed sediment, and pier dimensions. Earlier approaches to this issue have mainly relied on empirical formulas. Even numerical simulations have not been so successful due to problems associated with interactions between water flow and streambed morphology. This necessitates the application of an artificial intelligence (AI)-type approach to understanding the effects of local scour around bridge piers. Although previous studies reported that AI-based models are better predictors, they do not predict field-scale local scour well. Motivated by this, the present study reports on the use of data quality assessment with an artificial neural network (ANN) model for predicting field-scale scour depth around bridge piers. Both univariate and multivariate methods were applied and the predicted results are compared. For the multivariate method, the Euclidean distance method and Mahalanobis distance method were used and the predicted results are compared. The ANN model was first trained and validated using laboratory data and the model was applied to data obtained in laboratory experiments. The model was then applied to field data. Quantitative descriptions are given on how much the data quality assessment improves predictions based on the use of the ANN model." @default.
• W2465097267 created "2016-07-22" @default.
• W2465097267 creator A5010210139 @default.
• W2465097267 creator A5055277847 @default.
• W2465097267 creator A5057007231 @default.
• W2465097267 date "2015-06-20" @default.
• W2465097267 modified "2023-10-07" @default.
• W2465097267 title "Improving predictions made by ANN model using data quality assessment: an application to local scour around bridge piers" @default.
• W2465097267 cites W1968005953 @default.
• W2465097267 cites W1976516600 @default.
• W2465097267 cites W1979712060 @default.
• W2465097267 cites W1980106477 @default.
• W2465097267 cites W1980620531 @default.
• W2465097267 cites W1980712893 @default.
• W2465097267 cites W1983856158 @default.
• W2465097267 cites W1993544595 @default.
• W2465097267 cites W1995899768 @default.
• W2465097267 cites W1999920328 @default.
• W2465097267 cites W2003897544 @default.
• W2465097267 cites W2006827355 @default.
• W2465097267 cites W2039293700 @default.
• W2465097267 cites W2041542991 @default.
• W2465097267 cites W2048875739 @default.
• W2465097267 cites W2059131771 @default.
• W2465097267 cites W2060536129 @default.
• W2465097267 cites W2064075383 @default.
• W2465097267 cites W2066046967 @default.
• W2465097267 cites W2105974052 @default.
• W2465097267 cites W2112125585 @default.
• W2465097267 cites W2122149880 @default.
• W2465097267 cites W2133502011 @default.
• W2465097267 cites W2167700393 @default.
• W2465097267 cites W4254931348 @default.
• W2465097267 cites W603677916 @default.
• W2465097267 doi "https://doi.org/10.2166/hydro.2015.097" @default.
• W2465097267 hasPublicationYear "2015" @default.
• W2465097267 type Work @default.
• W2465097267 sameAs 2465097267 @default.
• W2465097267 citedByCount "8" @default.
• W2465097267 countsByYear W24650972672018 @default.
• W2465097267 countsByYear W24650972672019 @default.
• W2465097267 countsByYear W24650972672021 @default.
• W2465097267 countsByYear W24650972672022 @default.
• W2465097267 countsByYear W24650972672023 @default.
• W2465097267 crossrefType "journal-article" @default.
• W2465097267 hasAuthorship W2465097267A5010210139 @default.
• W2465097267 hasAuthorship W2465097267A5055277847 @default.
• W2465097267 hasAuthorship W2465097267A5057007231 @default.
• W2465097267 hasBestOaLocation W24650972671 @default.
• W2465097267 hasConcept C100776233 @default.
• W2465097267 hasConcept C119857082 @default.
• W2465097267 hasConcept C124101348 @default.
• W2465097267 hasConcept C126322002 @default.
• W2465097267 hasConcept C127413603 @default.
• W2465097267 hasConcept C147176958 @default.
• W2465097267 hasConcept C154945302 @default.
• W2465097267 hasConcept C157892014 @default.
• W2465097267 hasConcept C161584116 @default.
• W2465097267 hasConcept C1921717 @default.
• W2465097267 hasConcept C199163554 @default.
• W2465097267 hasConcept C202444582 @default.
• W2465097267 hasConcept C33923547 @default.
• W2465097267 hasConcept C41008148 @default.
• W2465097267 hasConcept C43315350 @default.
• W2465097267 hasConcept C50644808 @default.
• W2465097267 hasConcept C71924100 @default.
• W2465097267 hasConcept C9652623 @default.
• W2465097267 hasConceptScore W2465097267C100776233 @default.
• W2465097267 hasConceptScore W2465097267C119857082 @default.
• W2465097267 hasConceptScore W2465097267C124101348 @default.
• W2465097267 hasConceptScore W2465097267C126322002 @default.
• W2465097267 hasConceptScore W2465097267C127413603 @default.
• W2465097267 hasConceptScore W2465097267C147176958 @default.
• W2465097267 hasConceptScore W2465097267C154945302 @default.
• W2465097267 hasConceptScore W2465097267C157892014 @default.
• W2465097267 hasConceptScore W2465097267C161584116 @default.
• W2465097267 hasConceptScore W2465097267C1921717 @default.
• W2465097267 hasConceptScore W2465097267C199163554 @default.
• W2465097267 hasConceptScore W2465097267C202444582 @default.
• W2465097267 hasConceptScore W2465097267C33923547 @default.
• W2465097267 hasConceptScore W2465097267C41008148 @default.
• W2465097267 hasConceptScore W2465097267C43315350 @default.
• W2465097267 hasConceptScore W2465097267C50644808 @default.
• W2465097267 hasConceptScore W2465097267C71924100 @default.
• W2465097267 hasConceptScore W2465097267C9652623 @default.
• W2465097267 hasIssue "6" @default.
• W2465097267 hasLocation W24650972671 @default.
• W2465097267 hasOpenAccess W2465097267 @default.
• W2465097267 hasPrimaryLocation W24650972671 @default.
• W2465097267 hasRelatedWork W1828158523 @default.
• W2465097267 hasRelatedWork W1985848810 @default.
• W2465097267 hasRelatedWork W2000145235 @default.
• W2465097267 hasRelatedWork W2049578243 @default.
• W2465097267 hasRelatedWork W2122079181 @default.
• W2465097267 hasRelatedWork W2399195672 @default.
• W2465097267 hasRelatedWork W2889939530 @default.
• W2465097267 hasRelatedWork W2982165882 @default.
• W2465097267 hasRelatedWork W3121881699 @default.

• next