Do traffic flow states follow Markov properties? A high-order spatiotemporal traffic state reconstruction approach for traffic prediction and imputation
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DOI: 10.1016/j.chaos.2024.114965
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- Wang, Ting & Ngoduy, Dong & Li, Ye & Lyu, Hao & Zou, Guojian & Dantsuji, Takao, 2024. "Koopman theory meets graph convolutional network: Learning the complex dynamics of non-stationary highway traffic flow for spatiotemporal prediction," Chaos, Solitons & Fractals, Elsevier, vol. 187(C).
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Keywords
Traffic flow state estimation; High-order traffic flow state reconstruction; Multi-scale Markov test; Traffic imputation; Autoencoder;All these keywords.
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