Informer-WGAN: High Missing Rate Time Series Imputation Based on Adversarial Training and a Self-Attention Mechanism
Missing observations in time series will distort the data characteristics, change the dataset expectations, high-order distances, and other statistics, and increase the difficulty of data analysis.Therefore, data imputation needs to be performed first.Generally, data imputation methods include statistical imputation, regression imputation, multiple