Time Series Prediction with Preprocessing and Clustering

Author:

Sun Haoxuan,Lin Shuai,Han Lin,Feng Jidong,Sun Mingxu

Publisher

Springer International Publishing

Reference17 articles.

1. Wang, W., Shan, X.: Study on regular pattern of railway passenger flow in three-day holiday based on clustering method of time series. Railw. Comput. Appl. 04, 23–27 (2015)

2. Geng, R., Sun, B., Ma, L., Zhao, Q., Shen, T.: Anomaly-aware in sequence data based on MSM-H with EXPoSE. In: 40th Chinese Control Conference, CCC 2021, Shanghai, China (2021)

3. Sun, B., Cheng, W., Goswami, P., Bai, G.: Short-term traffic forecasting using self-adjusting k-nearest neighbours. IET Intel. Transp. Syst. 12(1), 41–48 (2018)

4. Ji, M., Xiao, L.: A dynamic k-means clustering algorithm for time series data. Comput. Digit. Eng. 48(8), 1852–1857 (2020). https://doi.org/10.3969/j.issn.1672-9722.2020.08.007

5. Lin, Q.: Research on Feature Screening and Clustering Analysis of Time Series Data - A Case Study of the CSI 300 Index. Southwestern University of Finance and Economics (2017)

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