Trend-Aware Data Imputation Based on Generative Adversarial Network for Time Series

H Li, Z Liu, J Niu, Z Yang, S Ali - International Journal of Information …, 2023 - igi-global.com
To solve the problems of generative adversarial network (GAN)-based imputation method for
time series, which are ignoring the implied trends in data and using multi-stage training that …