Data Science, Timeseries, Time Series Analysis, Arima Model, Forecasting.
extract its different frequency components at multiple scales. Feature Extraction: Identify significant features within each decomposed component that contribute to the overall behavior of the time series. Modeling: Utilize the extracted features as inputs for forecasting models, such as ARIMA or