# Decomposition combining averaging seasonal-trend with singular spectrum analysis and a marine predator algorithm embedding Adam for time series forecasting with strong volatility

> Research article (Expert Systems with Applications, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4407755239](https://www.wikidata.org/wiki/openalex:W4407755239)  
**Source**: https://4ort.xyz/entity/decomposition-combining-averaging-seasonal-trend-with-singular-spectrum-analysis-and-a-marine-predator-algorithm-embeddi