Research Article

Meta-Learning Enhanced Trade Forecasting: A Neural Framework Leveraging Efficient Multicommodity STL Decomposition

Figure 3

STL decomposition analysis across multiple commodities showcasing the identified 10-month cyclicality and the distinct upward trends, reinforcing STL’s adaptability in capturing economic series characteristics.