Adelia Desyana Eka Putri

A Comparative Evaluation of Various Imputation Methods for LSTM-Based Climatological Time Series Forecasting

Missing values substantially degrade the reliability of environmental time-series forecasting; however, prior studies largely evaluate imputation methods in isolation without systematically linking missingness mechanisms to deep learning forecasting performance. To address this gap, this study proposes a mechanism-awar...