Mingshu Wang
Mingshu Wang
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Time-Series Prediction
Zero-shot traffic flow prediction with foundation models: a comparison with deep learning approaches
Traffic flow prediction plays an important role in managing urban transportation systems, helping to reduce congestion and improve road …
Yue Li
,
Qunshan Zhao
,
Mingshu Wang
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Comparative Analysis of Deep Learning and Large Language Models in Time Series Traffic Flow Prediction
This research compares the performance of deep learning models and large language models in a time series traffic flow prediction. The …
Yue Li
,
Qunshan Zhao
,
Mingshu Wang
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