Abstract: This paper compares the statistical method Seasonal Autoregressive Integrated Moving Average with Exogenous variables (SARIMAX) and the machine learning method Long Short-Term Memory (LSTM) ...
Abstract: Time series forecasting is critical in domains such as finance, energy, and climate monitoring. Transformer-based models show strong results but often struggle to adapt to dynamic and unseen ...
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