Browsing by Author "Habib, Adria Binte"

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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 ...
Weather Pattern Extraction using Statistical Methods & Machine Learning Techniques

Habib, Adria Binte (Brac University, 2021-06)

It is known to all that the existence of life is highly dependent on the weather. Due to the unfavorable condition of current global weather the existence of life is in danger already. Since for the existence of lives a ...