Short-term traffic flow prediction: From the perspective of traffic flow decomposition

Author:

Chen Li,Zheng Linjiang,Yang Jie,Xia Dong,Liu Weining

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference29 articles.

1. Understanding congested travel in urban areas;Çolak;Nat. Commun.,2016

2. A hybrid short-term traffic flow forecasting method based on spectral analysis and statistical volatility model;Zhang;Transp. Res. Part C: Emerg. Technol.,2014

3. Traffic flow prediction with big data: a deep learning approach;Lv;IEEE Trans. Intell. Transp. Syst.,2015

4. Short-term traffic flow forecasting: an experimental comparison of time-series analysis and supervised learning;Lippi;IEEE Trans. Intell. Transp. Syst.,2013

5. Urban traffic congestion estimation and prediction based on floating car trajectory data;Kong;Future Gener. Comput. Syst.,2016

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