Road section traffic flow prediction method based on the traffic factor state network
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DOI: 10.1016/j.physa.2023.128712
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- Cheng, Anyu & Jiang, Xiao & Li, Yongfu & Zhang, Chao & Zhu, Hao, 2017. "Multiple sources and multiple measures based traffic flow prediction using the chaos theory and support vector regression method," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 466(C), pages 422-434.
- J. A. Hartigan & M. A. Wong, 1979. "A K‐Means Clustering Algorithm," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 28(1), pages 100-108, March.
- Huang, Haichao & Chen, Jingya & Sun, Rui & Wang, Shuang, 2022. "Short-term traffic prediction based on time series decomposition," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 585(C).
- Zheng, Yan & Wang, Shengyou & Dong, Chunjiao & Li, Wenquan & Zheng, Wen & Yu, Jingcai, 2022. "Urban road traffic flow prediction: A graph convolutional network embedded with wavelet decomposition and attention mechanism," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 608(P1).
- Liu, Yang & Song, Yaolun & Zhang, Yan & Liao, Zhifang, 2022. "WT-2DCNN: A convolutional neural network traffic flow prediction model based on wavelet reconstruction," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 603(C).
- Zhao, Jiandong & Yu, Zhixin & Yang, Xin & Gao, Ziyou & Liu, Wenhui, 2022. "Short term traffic flow prediction of expressway service area based on STL-OMS," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 595(C).
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Cited by:
- Hou, Yue & Zhang, Di & Li, Da & Deng, Zhiyuan, 2024. "Regional traffic flow combination prediction model considering virtual space of the road network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 637(C).
- Huang, Hai-chao & He, Hong-di & Zhang, Zhe & Ma, Qing-hai & Xue, Xing-kuo & Zhang, Wen-xiu, 2024. "Variable-length traffic state prediction and applications for urban network with adaptive signal timing plan," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 637(C).
- Ma, Changxi & Zhao, Mingxi, 2023. "Spatio-temporal multi-graph convolutional network based on wavelet analysis for vehicle speed prediction," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 630(C).
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Keywords
Traffic flow prediction; Traffic factor state network; Building sites influence; Road segment; Machine learning;All these keywords.
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