Time Series Data Imputation Using Expectation-Maximization with Principal Component Analysis

Author:

Geng Renkang,Cao Jing,Zhao Qinjun,Wang Yujie

Publisher

Springer International Publishing

Reference21 articles.

1. Jie, L., Van Zuylen, H.J.: Road traffic in China. Procedia Soc. Behav. Sci. 111, 107–116 (2014)

2. Liu, Z., Yue, X., Zhao, R.: The cause of urban traffic congestion and countermeasures in China. Urban Stud. 11, 90–96 (2011)

3. Sun, B., Cheng, W., Goswami, P., Bai, G.: An overview of parameter and data strategies for k-nearest neighbours based short-term traffic prediction. In: ACM International Conference Proceeding Series 2017, pp. 68–74. ACM (2017)

4. Sun, B., Cheng, W., Bai, G., Goswami, P.: Correcting and complementing freeway traffic accident data using Mahalanobis distance based outlier detection. Tehnicki Vjesnik-Technical Gazette 24(5), 1597–1607 (2017)

5. Wen, H., Sun, J., Zhang, X.: Study on traffic congestion patterns of large city in China taking Beijing as an example. Procedia Soc. Behav. Sci. 138, 482–491 (2014)

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