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The study demonstrates that incorporating nonlinear transformer models significantly improves price forecasting accuracy over longer time horizons. 3. Education and Digital Competency

It utilizes the Temporal Fusion Transformer (TFT) model and attention mechanisms to capture autocorrelations in oil prices. 125589

How electronic portfolios (ePortfolios) help develop ICT skills and interdisciplinary knowledge for modern educators. 4. Healthcare and Burnout 125589

In the journal Energy , article titled "Forecasting crude oil price returns: Can nonlinearity help?" explores advanced financial modeling. 125589

The experience of trainee teachers implementing "Education 4.0" activities.