Temporal Attention-Enhanced Stacking Networks: Revolutionizing Multi-Step Bitcoin Forecasting

This study presents a novel methodology for multi-step Bitcoin (BTC) price prediction by combining advanced stacking-based architectures with temporal attention mechanisms. The proposed Temporal Attention-Enhanced Stacking Network (TAESN) integrates the complementary strengths of diverse machine lea...

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Bibliographic Details
Main Authors: Phumudzo Lloyd Seabe, Edson Pindza, Claude Rodrigue Bambe Moutsinga, Maggie Aphane
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Forecasting
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Online Access:https://www.mdpi.com/2571-9394/7/1/2
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