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A bagging algorithm for the imputation of missing values in time series

Agung Andiojaya,H. Demirhan

2019 · DOI: 10.1016/J.ESWA.2019.03.044
Expert systems with applications · 49 Citations

TLDR

The results of the numerical study show that the proposed algorithm improved the accuracy of the considered imputation methods at most of the instances for different missingness rates and frequencies under both missingness mechanisms.