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    Analysis and Prediction of Bikesharing Traffic Flow – Citi Bike, New York

    Hamad, Salma Y. Y. / Ma, Tao / Antoniou, Constantinos | IEEE | 2021
    . The research evidence suggests that complex seasonalities should be taken into account in traditional time series models. ...

    Network Traffic Dynamics Prediction with a Hybrid Approach: Autoencoder-VAR

    Gong, Xiaolin / Ma, Tao / Antoniou, Constantinos | IEEE | 2021
    Network-wide traffic prediction is more effective for implementing traffic management control than traffic prediction for a single road. In ...

    Robust Two-Stage Transport Data Imputation with Changepoint Detection and Tucker Decomposition

    Lyu, Cheng / Lu, Qing-Long / Wu, Xinhua et al. | IEEE | 2023
    framework with changepoint detection and Tucker decomposition. Time series decomposition is embedded in the proposed framework to capture the ...