Browsing by Author "Jasmine, Kayla Fakhriyya"

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Forecasting World Sugar Contract Futures using Long Short-term Memory Technique with Multi-step Ahead Forecasting Strategy

Jasmine, Kayla Fakhriyya | Notodiputro, Khairil Anwar | Indahwati, Indahwati (2024)

Time series analysis using stochastic and dynamic models for data forecasting is a key in assisting planning and decision-making processes in various sectors. LSTM, with its advantage in understanding patterns and non-linearity ...