Attention-based CNN-LSTM for high-frequency multiple cryptocurrency trend prediction

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Peng Peng, Yuehong Chen, Weiwei Lin, James Z. Wang

Published: 01 Jan 2024, Last Modified: 24 Jul 2025Expert Syst. Appl. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A novel labeling method to reduce the number of high-frequency trading.•Attention module for integrating multiple frequency and currency data.•Simultaneous multi-cryptocurrency forecasting to help hybrid investments.