perform the trajectory when several interpolation functions are used. Findings – A new approach to solving the trajectory … and number of configurations) have been analyzed when changing the interpolation functions, therefore enabling the user to … interpolation function that yields the best results has been found. Research limitations/implications – This new technique is very …

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 …

-annual fiscal information for interpolation purposes allows us to capture genuine intra-annual "fiscal" dynamics in the data. Thus …