Steering the Future: Redefining Intelligent Transportation Systems with Foundation Models
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Published in | CHAIN Vol. 1; no. 1; pp. 46 - 53 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
01.03.2024
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Online Access | Get full text |
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Author | Xu, Chengzhong Liao, Haicheng Li, Zhenning Zhang, Guohui Cui, Zhiyong Wang, Yinhai Ash, John |
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Author_xml | – sequence: 1 givenname: Zhenning surname: Li fullname: Li, Zhenning organization: University of Macau,State Key Laboratory of Internet of Things for Smart City,Macau SAR,China,999078 – sequence: 2 givenname: Zhiyong surname: Cui fullname: Cui, Zhiyong organization: Beihang University,State Key Laboratory of Intelligent Transportation Systems,Beijing,China,100191 – sequence: 3 givenname: Haicheng surname: Liao fullname: Liao, Haicheng organization: University of Macau,State Key Laboratory of Internet of Things for Smart City,Macau SAR,China,999078 – sequence: 4 givenname: John surname: Ash fullname: Ash, John organization: University of Cincinnati,Department of Civil and Architectural Engineering and Construction Management,Cincinnati,Ohio,USA,45220 – sequence: 5 givenname: Guohui surname: Zhang fullname: Zhang, Guohui organization: University of Hawaii at Manoa,Department of Civil, Environmental and Construction Engineering,Honolulu,Hawaii,USA,96822 – sequence: 6 givenname: Chengzhong surname: Xu fullname: Xu, Chengzhong organization: University of Macau,State Key Laboratory of Internet of Things for Smart City,Macau SAR,China,999078 – sequence: 7 givenname: Yinhai surname: Wang fullname: Wang, Yinhai organization: University of Washington,Department of Civil and Environmental Engineering,Seattle,Washington,USA,98195 |
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Cites_doi | 10.1016/j.commtr.2023.100116 10.1109/TIV.2023.3253281 10.1016/j.tranpol.2024.03.006 10.1038/d41586-023-00288-7 10.1016/j.xinn.2023.100520 10.1109/TITS.2023.3305380 10.1109/TIV.2023.3325300 10.1109/JAS.2023.123486 10.1007/s11432-023-3740-x |
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References | Zheng (ref11) 2023 Wang (ref12) 2023 ref15 Wang (ref8) 2024 ref14 ref10 ref2 ref1 Shah (ref6) 2023 Zheng (ref13) 2023 ref7 ref9 ref3 ref5 Jin (ref4) |
References_xml | – ident: ref10 doi: 10.1016/j.commtr.2023.100116 – year: 2023 ident: ref12 article-title: Accidentgpt: Accident analysis and prevention from V2X environmental perception with multi-modal large model publication-title: arXiv preprint contributor: fullname: Wang – year: 2023 ident: ref13 article-title: Chatgpt is on the horizon: Could a large language model be all we need for intelligent transportation? publication-title: arXiv preprint contributor: fullname: Zheng – year: 2024 ident: ref8 article-title: TransGPT: Multi-modal generative pre-trained transformer for transportation publication-title: arXiv preprint contributor: fullname: Wang – ident: ref14 doi: 10.1109/TIV.2023.3253281 – ident: ref9 doi: 10.1016/j.tranpol.2024.03.006 – ident: ref1 doi: 10.1038/d41586-023-00288-7 – ident: ref3 doi: 10.1016/j.xinn.2023.100520 – ident: ref7 doi: 10.1109/TITS.2023.3305380 – ident: ref5 doi: 10.1109/TIV.2023.3325300 – ident: ref2 doi: 10.1109/JAS.2023.123486 – ident: ref15 doi: 10.1007/s11432-023-3740-x – volume-title: International Conference on Learning Representations (ICLR) ident: ref4 article-title: Time-LLM: Time series forecasting by reprogramming large language models contributor: fullname: Jin – year: 2023 ident: ref11 article-title: Trafficsafetygpt: Tuning a pre-trained large language model to a domain-specific expert in transportation safety publication-title: arXiv preprint contributor: fullname: Zheng – start-page: 492 volume-title: Conference on Robot Learning year: 2023 ident: ref6 article-title: LM-Nav: Robotic navigation with large pre-trained models of language, vision, and action contributor: fullname: Shah |
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Title | Steering the Future: Redefining Intelligent Transportation Systems with Foundation Models |
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