Multi-family wavelet-based feature engineering method for short-term time series forecasting.

Sci Rep · 2025 · PMC12594758 · PMID 41203775

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a pronounced trendno p-value reported

The effectiveness of using different discrete wavelets for feature construction has been investigated for various types of time series (with a pronounced trend component, with a pronounced seasonal component, and with balanced time series).

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