MuSDRI: Multi-Seasonal Decomposition Based Recurrent Imputation for Time Series

Zhou，Yujue1; Jiang，Jie2; Yang，Shuang Hua3; He，Ligang1; Ding，Yulong4

2021-10-15

10.1109/JSEN.2021.3107836

IEEE Sensors Journal   影响因子和分区

2379-9153

Data imputation multi-seasonal decomposition recurrent neural networks time series

EI ; SCI

其他

20213510842640

Digital storage ; Dynamics ; Temporal logic ; Time series

Data Storage, Equipment and Techniques:722.1 ; Mathematical Statistics:922.2

ENGINEERING

IEEE

1.Department of Computer Science, University of Warwick, Coventry, CV4 7AL, UK.
2.Department of Computer Science and Engineering, Southern University of Science and Technology, 1088 Xueyuan Avenue, Shenzhen 518055, P.R. China. (e-mail: jiangj@sustech.edu.cn)
3.Department of Computer Science and Engineering, Southern University of Science and Technology, 1088 Xueyuan Avenue, Shenzhen 518055, P.R. China, and PCL Research Center of Networks and Communications, Peng Cheng Laboratory, Shenzhen 518055, P.R. China.
4.Department of Computer Science and Engineering, Southern University of Science and Technology, 1088 Xueyuan Avenue, Shenzhen 518055, P.R. China, and Academy for Advanced Interdisciplinary Studies, Southern University of Science and Technology, 1088 Xueyuan Avenue, Shenzhen 518055, P.R. China.

Zhou，Yujue,Jiang，Jie,Yang，Shuang Hua,et al. MuSDRI: Multi-Seasonal Decomposition Based Recurrent Imputation for Time Series[J]. IEEE Sensors Journal,2021,21(20):23213-23223.

Zhou，Yujue,Jiang，Jie,Yang，Shuang Hua,He，Ligang,&Ding，Yulong.(2021).MuSDRI: Multi-Seasonal Decomposition Based Recurrent Imputation for Time Series.IEEE Sensors Journal,21(20),23213-23223.

Zhou，Yujue,et al."MuSDRI: Multi-Seasonal Decomposition Based Recurrent Imputation for Time Series".IEEE Sensors Journal 21.20(2021):23213-23223.