FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285384560> ?p ?o ?g. }

• W4285384560 endingPage "103785" @default.
• W4285384560 startingPage "103785" @default.
• W4285384560 abstract "Prediction of lane changes (LCs) provides critical information to enhance traffic safety and efficiency in a connected and automated driving environment. It is essential to precisely detect LCs from driving data to lay the groundwork for LC prediction. This study aims to develop LC detection and prediction models using large-scale real-world data collected by connected vehicles (CVs). At first, an autoencoder was used to detect LCs, and proved to be more precise and robust than conventional methods. Next, a transformer-based LC prediction model was developed, which concentrated computation power on key information via an attention mechanism. It outperformed the baseline models in terms of accuracy and computational efficiency. The prediction horizon was also analyzed and LC could be accurately predicted up to two seconds in advance. At last, the transformer model was implemented for real-time prediction and demonstrated a great potential for practical applications." @default.
• W4285384560 created "2022-07-14" @default.
• W4285384560 creator A5051933409 @default.
• W4285384560 creator A5070270104 @default.
• W4285384560 creator A5077391729 @default.
• W4285384560 date "2022-09-01" @default.
• W4285384560 modified "2023-10-16" @default.
• W4285384560 title "Lane change detection and prediction using real-world connected vehicle data" @default.
• W4285384560 cites W1789187189 @default.
• W4285384560 cites W1966327551 @default.
• W4285384560 cites W1966963739 @default.
• W4285384560 cites W1987691797 @default.
• W4285384560 cites W1995478605 @default.
• W4285384560 cites W2007700466 @default.
• W4285384560 cites W2011931151 @default.
• W4285384560 cites W2041382447 @default.
• W4285384560 cites W2056877664 @default.
• W4285384560 cites W2066634121 @default.
• W4285384560 cites W2081643473 @default.
• W4285384560 cites W2101255815 @default.
• W4285384560 cites W2122538988 @default.
• W4285384560 cites W2127979711 @default.
• W4285384560 cites W2151226872 @default.
• W4285384560 cites W2151992080 @default.
• W4285384560 cites W2207774219 @default.
• W4285384560 cites W2467828995 @default.
• W4285384560 cites W2468121020 @default.
• W4285384560 cites W2542459869 @default.
• W4285384560 cites W2620407671 @default.
• W4285384560 cites W2743138268 @default.
• W4285384560 cites W2766042539 @default.
• W4285384560 cites W2792870474 @default.
• W4285384560 cites W2810449088 @default.
• W4285384560 cites W2856345746 @default.
• W4285384560 cites W2903024881 @default.
• W4285384560 cites W2957228561 @default.
• W4285384560 cites W2964145578 @default.
• W4285384560 cites W2965159070 @default.
• W4285384560 cites W2978585366 @default.
• W4285384560 cites W2987536315 @default.
• W4285384560 cites W2996388770 @default.
• W4285384560 cites W3019688365 @default.
• W4285384560 cites W3032899190 @default.
• W4285384560 cites W3098957257 @default.
• W4285384560 cites W3100104486 @default.
• W4285384560 cites W3156333129 @default.
• W4285384560 cites W4238404176 @default.
• W4285384560 doi "https://doi.org/10.1016/j.trc.2022.103785" @default.
• W4285384560 hasPublicationYear "2022" @default.
• W4285384560 type Work @default.
• W4285384560 citedByCount "6" @default.
• W4285384560 countsByYear W42853845602023 @default.
• W4285384560 crossrefType "journal-article" @default.
• W4285384560 hasAuthorship W4285384560A5051933409 @default.
• W4285384560 hasAuthorship W4285384560A5070270104 @default.
• W4285384560 hasAuthorship W4285384560A5077391729 @default.
• W4285384560 hasConcept C101738243 @default.
• W4285384560 hasConcept C111472728 @default.
• W4285384560 hasConcept C11413529 @default.
• W4285384560 hasConcept C119599485 @default.
• W4285384560 hasConcept C119857082 @default.
• W4285384560 hasConcept C124101348 @default.
• W4285384560 hasConcept C127413603 @default.
• W4285384560 hasConcept C138885662 @default.
• W4285384560 hasConcept C154945302 @default.
• W4285384560 hasConcept C165801399 @default.
• W4285384560 hasConcept C2522767166 @default.
• W4285384560 hasConcept C26517878 @default.
• W4285384560 hasConcept C2778136018 @default.
• W4285384560 hasConcept C3020493868 @default.
• W4285384560 hasConcept C38652104 @default.
• W4285384560 hasConcept C41008148 @default.
• W4285384560 hasConcept C45374587 @default.
• W4285384560 hasConcept C45804977 @default.
• W4285384560 hasConcept C50644808 @default.
• W4285384560 hasConcept C66322947 @default.
• W4285384560 hasConceptScore W4285384560C101738243 @default.
• W4285384560 hasConceptScore W4285384560C111472728 @default.
• W4285384560 hasConceptScore W4285384560C11413529 @default.
• W4285384560 hasConceptScore W4285384560C119599485 @default.
• W4285384560 hasConceptScore W4285384560C119857082 @default.
• W4285384560 hasConceptScore W4285384560C124101348 @default.
• W4285384560 hasConceptScore W4285384560C127413603 @default.
• W4285384560 hasConceptScore W4285384560C138885662 @default.
• W4285384560 hasConceptScore W4285384560C154945302 @default.
• W4285384560 hasConceptScore W4285384560C165801399 @default.
• W4285384560 hasConceptScore W4285384560C2522767166 @default.
• W4285384560 hasConceptScore W4285384560C26517878 @default.
• W4285384560 hasConceptScore W4285384560C2778136018 @default.
• W4285384560 hasConceptScore W4285384560C3020493868 @default.
• W4285384560 hasConceptScore W4285384560C38652104 @default.
• W4285384560 hasConceptScore W4285384560C41008148 @default.
• W4285384560 hasConceptScore W4285384560C45374587 @default.
• W4285384560 hasConceptScore W4285384560C45804977 @default.
• W4285384560 hasConceptScore W4285384560C50644808 @default.
• W4285384560 hasConceptScore W4285384560C66322947 @default.
• W4285384560 hasLocation W42853845601 @default.
• W4285384560 hasOpenAccess W4285384560 @default.

• next