[1] 赵亚伟, 陈艳晶, 管伟. 基于多维时间序列的 ETC短时交通流量预测模型[J]. 交通运输系统工程与信息, 2016, 16(4): 191-198. [ZHAO Y W, CHEN Y J, GUAN W. Prediction model of ETC short term traffic flow based on multidimensional time series[J]. Journal of Transportation Systems Engineering and Information Technology, 2016, 16(4): 191-198.]
[2] MA X L, TAO Z M, WANG Y H, et al. Long short-term memory neural network for traffic speed prediction using remote microwave sensor data[J]. Transportation Research Part C, 2015(54): 187-197.
[3] 李林超, 何赏璐, 张健. 时空因素影响下在线短时交通量预测[J]. 交通运输系统工程与信息, 2016, 16(5): 165- 171. [LI L C, HE S L, ZHANG J. Online short term traffic flow prediction considering the impact of temporal-spatial features[J]. Journal of Transportation Systems Engineering and Information Technology, 2016, 16(5): 165-171.]
[4] ZHANG X, ONIEVA E, ASIER P, et al. Hierarchical fuzzy rule- based system optimized with genetic algorithms for short term traffic congestion prediction[J]. Transportation Research Part C, 2014, 43 (2): 127-142.
[5] DUAN M. Short-time prediction of traffic flow based on PSO optimized SVM[C]. International Conference on Intelligent Transportation, 2018: 41-45.
[6] UMUT C C, MEHMET S A, BULENT C. Traffic speed prediction with neural networks[M]. Operations Research Proceedings, 2017.
[7] 章露曦, 张改. 中期交通量的多项式和 Fourier级数组合 预 测 模 型 [J]. 西 华 大 学 学 报, 2011, 30(5): 5- 8. [ZHANG L X, ZHANG G. Combined forecast model for medium- term traffic flow based on polynomial and Fourier series[J]. Journal of Xihua University, 2011, 30 (5): 5-8.]
[8] KOCSIS L. Boosting Tree: Parallel selection of weak learners in boosting, with application to ranking[M]. Kluwer Academic Publishers, 2013. |