Browsing by Subject "Time-series analysis."

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AUNET (Attention-based unified network): leveraging attention based N-BEATS for enhanced univariate time series forecasting

Habib, Adria Binte (BRAC University, 2024-11)

This study presents AUNET, an enhanced version of the N-BEATS model specifically designed for univariate time series forecasting by incorporating a multi-head self-attention mechanism. The motivation behind AUNET is to ...