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Pedestrian flow prediction using a spatiotemporal multi-head attention graph convolutional network integrated with knowledge graph

Published Online: 2025-07-29

Published Print: 2025-08

Authors

Du, Linnan

Liu, Hong https://orcid.org/0009-0006-7521-6748
Li, Wenhao
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (62276156)

National Natural Science Foundation of China (61876102)

National Natural Science Foundation of China (61972237)

Natural Science Foundation of Shandong Province (ZR2022LZH019)

Taishan Scholar Foundation of Shandong Province (tsqnz20240809)
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Text and Data Mining valid from 2025-07-29

Version of Record valid from 2025-07-29
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Article History

Accepted: 12 July 2025

First Online: 29 July 2025

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