A non-linear grey Fourier model based on kernel method for seasonal traffic speed forecasting

DOI10.1016/J.CNSNS.2024.107871OpenAlexW4391131551WikidataQ129403470 ScholiaQ129403470MaRDI QIDQ6121870

Nai-ming Xie, Xiao-Lei Wang

Publication date: 27 February 2024

Published in: Communications in Nonlinear Science and Numerical Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.cnsns.2024.107871

zbMATH Keywords

grey forecasting modelseasonal time seriestraffic speed predictionseasonal grey model

Mathematics Subject Classification ID

Applications of statistics (62Pxx) Inference from stochastic processes (62Mxx) Statistical mechanics, structure of matter (82-XX)

Cites Work

• Understanding cumulative sum operator in grey prediction model with integral matching
• A novel discrete grey seasonal model and its applications
• Forecasting tourism demand using fractional grey prediction models with Fourier series
• An improved seasonal rolling grey forecasting model using a cycle truncation accumulated generating operation for traffic flow
• Pattern-adaptive generative adversarial network with sparse data for traffic state estimation
• Spectral Analysis of Signals: The Missing Data Case

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