An adaptive spatio-temporal transformer framework integrating physical multi-layer constraints for high-precision traffic flow prediction and coordination optimization.
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| Title: | An adaptive spatio-temporal transformer framework integrating physical multi-layer constraints for high-precision traffic flow prediction and coordination optimization. |
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| Authors: | Wang, Ershen1,2, Xu, Haolong1, Zhao, Hongsheng3, Ji, Guipeng4, Xu, Song1, Liu, Fei1,5, liufei_caac@126.com, Qu, Pingping1, Xu, Baosheng2, Li, Zhuoxuan4 |
| Source: | Expert Systems with Applications; Jun2026, Vol. 315, pN.PAG-N.PAG, 1p |
| Database: | Applied Science & Technology Source |
| FullText | Text: Availability: 0 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 193312157 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=193312157 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.eswa.2026.131483 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 1 StartPage: N.PAG Titles: – TitleFull: An adaptive spatio-temporal transformer framework integrating physical multi-layer constraints for high-precision traffic flow prediction and coordination optimization. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Wang, Ershen – PersonEntity: Name: NameFull: Xu, Haolong – PersonEntity: Name: NameFull: Zhao, Hongsheng – PersonEntity: Name: NameFull: Ji, Guipeng – PersonEntity: Name: NameFull: Xu, Song – PersonEntity: Name: NameFull: Liu, Fei – PersonEntity: Name: NameFull: Qu, Pingping – PersonEntity: Name: NameFull: Xu, Baosheng – PersonEntity: Name: NameFull: Li, Zhuoxuan IsPartOfRelationships: – BibEntity: Dates: – D: 10 M: 06 Text: Jun2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 09574174 Numbering: – Type: volume Value: 315 Titles: – TitleFull: Expert Systems with Applications Type: main |
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