Zhang, Wenfeng; Lim, Ming K.; Yang, Mei; Li, Xingzhi; Ni, Du - In: Industrial Management & Data Systems 123 (2023) 5, pp. 1401-1417
approaches to the building of datasets and the framing of the algorithmic models. Then, this study tests the interpolation … before and after the interpolation in a real dataset with the missing data in irregular time-series. Findings The algorithmic … time-series after the interpolation by the TD-LSTM. Originality/value This study fully validates the TD-LSTM interpolation …