Browsing by Subject "Time series forecasting"

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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 ...
ML based performance assurance and VoC management of highly convergence mobile operator network.

Rahman, Md. Arifur (Brac University, 2023-10)

The convergence of technology in mobile operator networks has ushered in a new era of interconnectedness and communication efficiency. As these networks become increasingly complex, ensuring their optimal performance and ...