FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2904554276> ?p ?o ?g. }

• W2904554276 abstract "Driver identification constitutes an important enabling technology in intelligent transportation systems, allowing the development and the use of in-car personalised functionalities and thwarting unauthorised usage. In this work, we leverage the literature in authentication tasks (e.g, speaker recognition) and present a framework for driver identification which employs Support Vector Machine (SVM) and Universal Background Model schemes. Our framework operates on accelerator and break pedal signals, and thus augments other technologies, such as microphones or cameras, if present. Moreover, our framework is compatible with vehicles which are limited to traditional sensing modalities. We evaluate the framework on 15 hours of driving data for a total of 416 Km travelled, comprising of messages from the CAN bus of an electric vehicle and GPS traces from four different drivers travelling on the same route, obtaining an accuracy of over 95% in the identification rate. Furthermore, our evaluation shows that UBM schemes outperform classification approaches traditionally adopted in driver identification literature by a significant margin." @default.
• W2904554276 created "2018-12-22" @default.
• W2904554276 creator A5027013897 @default.
• W2904554276 creator A5034211466 @default.
• W2904554276 date "2018-11-01" @default.
• W2904554276 modified "2023-09-27" @default.
• W2904554276 title "Long-Term Driving Behaviour Modelling for Driver Identification" @default.
• W2904554276 cites W1512521472 @default.
• W2904554276 cites W1689056360 @default.
• W2904554276 cites W1998577511 @default.
• W2904554276 cites W2011001434 @default.
• W2904554276 cites W2041823554 @default.
• W2904554276 cites W2058308744 @default.
• W2904554276 cites W2067885122 @default.
• W2904554276 cites W2068997453 @default.
• W2904554276 cites W2069541567 @default.
• W2904554276 cites W2097614675 @default.
• W2904554276 cites W2101882886 @default.
• W2904554276 cites W2160595088 @default.
• W2904554276 cites W2161435222 @default.
• W2904554276 cites W2166817508 @default.
• W2904554276 cites W2167142307 @default.
• W2904554276 cites W2167147311 @default.
• W2904554276 cites W2312734790 @default.
• W2904554276 cites W4301345047 @default.
• W2904554276 cites W96994479 @default.
• W2904554276 doi "https://doi.org/10.1109/itsc.2018.8569610" @default.
• W2904554276 hasPublicationYear "2018" @default.
• W2904554276 type Work @default.
• W2904554276 sameAs 2904554276 @default.
• W2904554276 citedByCount "17" @default.
• W2904554276 countsByYear W29045542762019 @default.
• W2904554276 countsByYear W29045542762020 @default.
• W2904554276 countsByYear W29045542762021 @default.
• W2904554276 countsByYear W29045542762022 @default.
• W2904554276 countsByYear W29045542762023 @default.
• W2904554276 crossrefType "proceedings-article" @default.
• W2904554276 hasAuthorship W2904554276A5027013897 @default.
• W2904554276 hasAuthorship W2904554276A5034211466 @default.
• W2904554276 hasBestOaLocation W29045542762 @default.
• W2904554276 hasConcept C116834253 @default.
• W2904554276 hasConcept C119857082 @default.
• W2904554276 hasConcept C12267149 @default.
• W2904554276 hasConcept C127413603 @default.
• W2904554276 hasConcept C144024400 @default.
• W2904554276 hasConcept C148417208 @default.
• W2904554276 hasConcept C149635348 @default.
• W2904554276 hasConcept C153083717 @default.
• W2904554276 hasConcept C154945302 @default.
• W2904554276 hasConcept C184297639 @default.
• W2904554276 hasConcept C22212356 @default.
• W2904554276 hasConcept C2779903281 @default.
• W2904554276 hasConcept C36289849 @default.
• W2904554276 hasConcept C38652104 @default.
• W2904554276 hasConcept C41008148 @default.
• W2904554276 hasConcept C47796450 @default.
• W2904554276 hasConcept C59822182 @default.
• W2904554276 hasConcept C60229501 @default.
• W2904554276 hasConcept C76155785 @default.
• W2904554276 hasConcept C774472 @default.
• W2904554276 hasConcept C86803240 @default.
• W2904554276 hasConcept C87833898 @default.
• W2904554276 hasConceptScore W2904554276C116834253 @default.
• W2904554276 hasConceptScore W2904554276C119857082 @default.
• W2904554276 hasConceptScore W2904554276C12267149 @default.
• W2904554276 hasConceptScore W2904554276C127413603 @default.
• W2904554276 hasConceptScore W2904554276C144024400 @default.
• W2904554276 hasConceptScore W2904554276C148417208 @default.
• W2904554276 hasConceptScore W2904554276C149635348 @default.
• W2904554276 hasConceptScore W2904554276C153083717 @default.
• W2904554276 hasConceptScore W2904554276C154945302 @default.
• W2904554276 hasConceptScore W2904554276C184297639 @default.
• W2904554276 hasConceptScore W2904554276C22212356 @default.
• W2904554276 hasConceptScore W2904554276C2779903281 @default.
• W2904554276 hasConceptScore W2904554276C36289849 @default.
• W2904554276 hasConceptScore W2904554276C38652104 @default.
• W2904554276 hasConceptScore W2904554276C41008148 @default.
• W2904554276 hasConceptScore W2904554276C47796450 @default.
• W2904554276 hasConceptScore W2904554276C59822182 @default.
• W2904554276 hasConceptScore W2904554276C60229501 @default.
• W2904554276 hasConceptScore W2904554276C76155785 @default.
• W2904554276 hasConceptScore W2904554276C774472 @default.
• W2904554276 hasConceptScore W2904554276C86803240 @default.
• W2904554276 hasConceptScore W2904554276C87833898 @default.
• W2904554276 hasLocation W29045542761 @default.
• W2904554276 hasLocation W29045542762 @default.
• W2904554276 hasOpenAccess W2904554276 @default.
• W2904554276 hasPrimaryLocation W29045542761 @default.
• W2904554276 hasRelatedWork W1955009293 @default.
• W2904554276 hasRelatedWork W1995633573 @default.
• W2904554276 hasRelatedWork W1996541855 @default.
• W2904554276 hasRelatedWork W2019487368 @default.
• W2904554276 hasRelatedWork W2040192666 @default.
• W2904554276 hasRelatedWork W2093747561 @default.
• W2904554276 hasRelatedWork W2302408338 @default.
• W2904554276 hasRelatedWork W2901005775 @default.
• W2904554276 hasRelatedWork W2913952424 @default.
• W2904554276 hasRelatedWork W3195168932 @default.
• W2904554276 isParatext "false" @default.
• W2904554276 isRetracted "false" @default.

• next