Visualization of 15-minute ahead prediction performance on three representative roads from the PEMS04 dataset.

<p>Visualization of 15-minute ahead prediction performance on three representative roads from the PEMS04 dataset.</p>

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Bibliographic Details
Main Author:	Hengyuan He (22170882) (author)
Other Authors:	Zhengtao Long (22170885) (author), Yingchao Zhang (1968700) (author), Xiaofei Jiang (2142271) (author)
Published:	2025
Subjects:	Cancer Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified pems08 &# 8212 model &# 8217 level causal attention intelligent transportation systems captures complex long broad application prospects learn spatial correlations unique identity embedding spatial dimensions temporal embedding term dependencies strictly adhering posing challenges mlcaformer ). hierarchical architecture four real distinguish nodes cyclical patterns core technology comprehensive tests also present accurate prediction
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