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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Jin-Yuan Huang

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Open access Jul 2026

Decomposition-Enhanced Network for financial time series forecasting

Backtesting results reveal that the annualized return of iron ore futures outperforms the baseline strategy by an average of 7.6 percentage points across five backtesting windows, and the Decomposition-Enhanced Network effectively bridges advanced structural modeling and actionable algorithmic trading.

Jin-Yuan Huang, Qian-Qian Sun, Xinghua Zhang et al. · 0 citations

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