Matches in SemOpenAlex for { <https://semopenalex.org/work/W2321827251> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2321827251 abstract "Short-term forecasting of traffic characteristics, such as traffic flow, speed, travel time, and queue length, has gained considerable attention from transportation researchers and practitioners over past three decades. While past studies primarily focused on traffic characteristics on freeways or urban arterials this study places particular emphasis on modeling the crossing time over one of the busiest US-Canada bridges, the Ambassador Bridge. Using a month-long volume data from Remote Traffic Microwave Sensors and a yearlong Global Positioning System data for crossing time two sets of ANN models are designed, trained, and validated to perform short-term predictions of (1) the volume of trucks crossing the Ambassador Bridge, and (2) the time it takes for the trucks to cross the bridge from one side to the other. The prediction of crossing time is contingent on truck volume on the bridge and therefore separate ANN models were trained to predict the volume. A multilayer feedforward neural network with backpropagation approach was used to train the ANN models. Predicted crossing times from the ANNs have a high correlation with the observed values. Evaluation statistics further confirmed the high forecasting capability of the trained ANN models. The ANN models from this study could be used for short-term forecasting of crossing time that would support operations of ITS technologies." @default.
- W2321827251 created "2016-06-24" @default.
- W2321827251 creator A5008298357 @default.
- W2321827251 creator A5025478502 @default.
- W2321827251 creator A5081231841 @default.
- W2321827251 date "2016-01-01" @default.
- W2321827251 modified "2023-09-24" @default.
- W2321827251 title "Short-Term Prediction of Border Crossing Time and Traffic Volume: A Case Study for the Ambassador Bridge" @default.
- W2321827251 hasPublicationYear "2016" @default.
- W2321827251 type Work @default.
- W2321827251 sameAs 2321827251 @default.
- W2321827251 citedByCount "0" @default.
- W2321827251 crossrefType "journal-article" @default.
- W2321827251 hasAuthorship W2321827251A5008298357 @default.
- W2321827251 hasAuthorship W2321827251A5025478502 @default.
- W2321827251 hasAuthorship W2321827251A5081231841 @default.
- W2321827251 hasConcept C100776233 @default.
- W2321827251 hasConcept C119857082 @default.
- W2321827251 hasConcept C121332964 @default.
- W2321827251 hasConcept C126322002 @default.
- W2321827251 hasConcept C127413603 @default.
- W2321827251 hasConcept C146978453 @default.
- W2321827251 hasConcept C151406439 @default.
- W2321827251 hasConcept C154945302 @default.
- W2321827251 hasConcept C155032097 @default.
- W2321827251 hasConcept C160403385 @default.
- W2321827251 hasConcept C20556612 @default.
- W2321827251 hasConcept C207512268 @default.
- W2321827251 hasConcept C22212356 @default.
- W2321827251 hasConcept C2985733770 @default.
- W2321827251 hasConcept C31258907 @default.
- W2321827251 hasConcept C41008148 @default.
- W2321827251 hasConcept C42475967 @default.
- W2321827251 hasConcept C45804977 @default.
- W2321827251 hasConcept C50644808 @default.
- W2321827251 hasConcept C52121051 @default.
- W2321827251 hasConcept C61797465 @default.
- W2321827251 hasConcept C62520636 @default.
- W2321827251 hasConcept C71924100 @default.
- W2321827251 hasConcept C79403827 @default.
- W2321827251 hasConceptScore W2321827251C100776233 @default.
- W2321827251 hasConceptScore W2321827251C119857082 @default.
- W2321827251 hasConceptScore W2321827251C121332964 @default.
- W2321827251 hasConceptScore W2321827251C126322002 @default.
- W2321827251 hasConceptScore W2321827251C127413603 @default.
- W2321827251 hasConceptScore W2321827251C146978453 @default.
- W2321827251 hasConceptScore W2321827251C151406439 @default.
- W2321827251 hasConceptScore W2321827251C154945302 @default.
- W2321827251 hasConceptScore W2321827251C155032097 @default.
- W2321827251 hasConceptScore W2321827251C160403385 @default.
- W2321827251 hasConceptScore W2321827251C20556612 @default.
- W2321827251 hasConceptScore W2321827251C207512268 @default.
- W2321827251 hasConceptScore W2321827251C22212356 @default.
- W2321827251 hasConceptScore W2321827251C2985733770 @default.
- W2321827251 hasConceptScore W2321827251C31258907 @default.
- W2321827251 hasConceptScore W2321827251C41008148 @default.
- W2321827251 hasConceptScore W2321827251C42475967 @default.
- W2321827251 hasConceptScore W2321827251C45804977 @default.
- W2321827251 hasConceptScore W2321827251C50644808 @default.
- W2321827251 hasConceptScore W2321827251C52121051 @default.
- W2321827251 hasConceptScore W2321827251C61797465 @default.
- W2321827251 hasConceptScore W2321827251C62520636 @default.
- W2321827251 hasConceptScore W2321827251C71924100 @default.
- W2321827251 hasConceptScore W2321827251C79403827 @default.
- W2321827251 hasLocation W23218272511 @default.
- W2321827251 hasOpenAccess W2321827251 @default.
- W2321827251 hasPrimaryLocation W23218272511 @default.
- W2321827251 hasRelatedWork W1992570173 @default.
- W2321827251 hasRelatedWork W2010283571 @default.
- W2321827251 hasRelatedWork W2041567331 @default.
- W2321827251 hasRelatedWork W2053512925 @default.
- W2321827251 hasRelatedWork W2053687643 @default.
- W2321827251 hasRelatedWork W2087332375 @default.
- W2321827251 hasRelatedWork W2104286935 @default.
- W2321827251 hasRelatedWork W2116941146 @default.
- W2321827251 hasRelatedWork W2210593187 @default.
- W2321827251 hasRelatedWork W2229560155 @default.
- W2321827251 hasRelatedWork W2377365089 @default.
- W2321827251 hasRelatedWork W2386570526 @default.
- W2321827251 hasRelatedWork W3081520580 @default.
- W2321827251 hasRelatedWork W35745770 @default.
- W2321827251 hasRelatedWork W35910099 @default.
- W2321827251 hasRelatedWork W603974499 @default.
- W2321827251 hasRelatedWork W618947918 @default.
- W2321827251 hasRelatedWork W631757348 @default.
- W2321827251 hasRelatedWork W814961286 @default.
- W2321827251 hasRelatedWork W837002730 @default.
- W2321827251 isParatext "false" @default.
- W2321827251 isRetracted "false" @default.
- W2321827251 magId "2321827251" @default.
- W2321827251 workType "article" @default.